Publications

Chen C., Vornehm M., Bu Z., Chandrasekaran P., Sultan MA., Arshad SM., Liu Y., Han Y., Ahmad R.:
A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI
In: Journal of Cardiovascular Magnetic Resonance 28 (2026), p. 102015
ISSN: 1097-6647
DOI: 10.1016/j.jocmr.2025.102015
Di Domenico D., Egle F., Marinelli A., Canepa M., Gruppioni E., Boccardo N., Laffranchi M., Castellini C.:
Co-Adaptive Velocity and Position Control of 3-DoFs Prosthesis via Incremental Learning
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2026), p. 1-1
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2026.3657400
Dirauf R., Wolz F., Zanca D., Eskofier B.:
Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles
International Conference on Image Analysis and Processing (ICIAP) (Rom, 15. September 2025 - 19. September 2025)
In: Image Analysis and Processing - ICIAP 2025, Cham: 2026
DOI: 10.1007/978-3-032-10185-3_23
URL: https://link.springer.com/chapter/10.1007/978-3-032-10185-3_23
Domenico DD., Egle F., Marinelli A., Canepa M., Gruppioni E., Boccardo N., Laffranchi M., Castellini C.:
Co-Adaptive Velocity and Position Control of 3-DoFs Prosthesis via Incremental Learning
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2026)
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2026.3657400
Erick F., Müller J., Li Z., Kainz B.:
Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 23. September 2025 - 27. September 2025)
In: James C. Gee, Jaesung Hong, Carole H. Sudre, Polina Golland, Daniel C. Alexander, Juan Eugenio Iglesias, Archana Venkataraman, Jong Hyo Kim (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-04984-1_27
Li J., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognition
iWOAR 2025 - 10th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence (Drienerlolaan 5, 7522 NB Enschede, NETHERLANDS, 18. September 2025 - 19. September 2025)
In: Özlem Durmaz Incel, Jingwen Qin, Gerald Bieber, Arjan Kuijper (ed.): International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, Cham, Switzerland: 2026
DOI: 10.1007/978-3-032-13312-0_16
URL: https://link.springer.com/chapter/10.1007/978-3-032-13312-0_16
Müller J., Weiß A., Eskofier B.:
Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching
2nd International Conference on Artificial Intelligence on Healthcare, AIiH 2025 (Cambridge, 8. September 2025 - 10. September 2025)
In: Daniele Cafolla, Timothy Rittman, Hao Ni (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-00652-3_17
Müller J., Wright R., Day TG., Venturini L., Budd SF., Reynaud H., Hajnal JV., Razavi R., Kainz B.:
L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation
6th International Workshop on Advances in Simplifying Medical Ultrasound, ASMUS 2025, Held in Conjunction with the Medical Image Computing and Computer-Assisted Intervention, MICCAI 2025 (Daejeon, 28. September 2025 - 28. September 2025)
In: Dong Ni, Ruobing Huang, Wufeng Xue, Alison Noble (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-06329-8_16
Neubig L., Larsen D., Ikuma T., Kopp M., Kunduk M., Kist A.:
Markerless Tracking-Based Registration for Medical Image Motion Correction
1st International Workshop on Reconstruction and Imaging Motion Estimation, RIME 2025, and 7th International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2025, held in conjunction with the 28th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 27. September 2025 - 27. September 2025)
In: Lina Felsner, Thomas Küstner, Andreas Maier, Chen Qin, Seyed-Ahmad Ahmadi, Anees Kazi, Xiaoling Hu (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-06103-4_4
Nienhaus J., Peter R., Kapeller F., Dettelbacher K., Sentosa R., Tagliabue E., Roodaki H., Drexler W., Schlegl T., Mathis-Ullrich F., Schmoll T., Leitgeb R.:
PASO: A Multipurpose Porcine Anterior Segment Dataset Featuring Spectral and Reconstructed OCT Volume Scans and Surgical Instrument Segmentation Masks
12th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2025, Held in Conjunction with 28th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 27. September 2025 - 27. September 2025)
In: Huihui Fang, Meng Wang, Heng Li, Hao Chen, Hrvoje Bogunovic, Cecilia S. Lee (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-10351-2_13
Nützel F., Dombrowski MN., Kainz B.:
Ontology-Based Concept Distillation for Radiology Report Retrieval and Labeling
16th International Workshop on Machine Learning in Medical Imaging, MLMI 2025 was held in conjunction with the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 23. September 2025 - 23. September 2025)
In: Zhiming Cui, Islem Rekik, Heung-IL Suk, Xi Ouyang, Kaicong Sun, Sheng Wang (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-09513-8_52
Ott J., Stahlke M., Feigl T., Eskofier B., Mutschler C.:
Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels (Conference contribution, submitted)
DOI: 10.48550/arXiv.2505.13055
Parthasarathy D., Kontes G., Plinge A., Mutschler C.:
C-MCTS: Safe Planning with Monte Carlo Tree Search
(2026)
DOI: 10.48550/arXiv.2305.16209
Peter R., Oberschulte E., Vaidya A., Lindemeier T., Mathis-Ullrich F., Tagliabue E.:
Rectification of Cornea Induced Distortions in Microscopic Images for Assisted Ophthalmic Surgery
In: IEEE transactions on bio-medical engineering (2026)
ISSN: 1558-2531
DOI: 10.1109/TBME.2026.3656209
Peter R., Oberschulte E., Wu E., Vaidya A., Lindemeier T., Tagliabue E., Mathis-Ullrich F.:
Generation of Controllable and Photorealistic Synthetic Cataract Surgery Images: Blending 3D Models and Real-World Data
10th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2025, held in conjunction with the 28th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 23. September 2025 - 23. September 2025)
In: Virginia Fernandez, Lianrui Zuo, Samuel W. Remedios, David Wiesner, Adrià Casamitjana (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-05573-6_10
Jingna Qiu, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Moritz Schillinger, Marc Aubreville, Katharina Breininger:
Decomposition Sampling for Efficient Region Annotations in Active Learning
(2026)
DOI: 10.48550/arXiv.2512.07606
Schlereth M., Schillinger M., Breininger K.:
Faster, Self-supervised Super-Resolution for Anisotropic Multi-view MRI Using a Sparse Coordinate Loss
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, KOR, 23. September 2025 - 27. September 2025)
In: James C. Gee, Jaesung Hong, Carole H. Sudre, Polina Golland, Daniel C. Alexander, Juan Eugenio Iglesias, Archana Venkataraman, Jong Hyo Kim (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-04947-6_17
Varano E., Thornton M., Kolossa D., Zeiler S., Reichenbach T.:
Delta-band cortical speech tracking predicts audiovisual speech-in-noise benefit from natural and simplified visual cues
In: NeuroImage 325 (2026), Article No.: 121654
ISSN: 1053-8119
DOI: 10.1016/j.neuroimage.2025.121654
Öttl M., Mei S., Wilm F., Qiu J., Steenpaß J., Rübner M., Hartmann A., Hübner H., Fasching P., Maier A., Erber R., Breininger K.:
Analyzing and adapting diffusion segmentation behavior for medical images
In: Biomedical Signal Processing and Control 112 (2026), Article No.: 108619
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2025.108619

Abbass Y., Miranda Montenegro S., Egle F., Saleh M., Valle M., Castellini C.:
A Case Study: FMG-based Gesture Recognition using High-Density Piezoelectric Electronic Skin and Machine Learning
In: IEEE Sensors Letters (2025), p. 1-4
ISSN: 2475-1472
DOI: 10.1109/LSENS.2025.3624027
Abel L., Hofmann M., Richer R., Kurz M., Ringgold V., Hauck F., Schindler-Gmelch L., Roelofs K., Eskofier B., Rohleder N.:
Data-Driven Quantification of Defensive Freezing During the Trier Social Stress Test
Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (New Orleans, 3. September 2025 - 5. September 2025)
Abel L., Richer R., Burkhardt F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Body movements as biomarkers: Machine Learning-based prediction of HPA axis reactivity to stress
In: Psychoneuroendocrinology 179 (2025), Article No.: 107528
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107528
Albites-Sanabria J., Palumbo P., Bandinelli S., D’Ascanio I., Mellone S., Paraschiv-Ionescu A., Küderle A., Cereatti A., Del Din S., Kluge F., Gazit E., Jansen CP., Delgado-Ortiz L., Garcia-Aymerich J., Rochester L., Klenk J., Ferrucci L., Becker C., Chiari L., Palmerini L.:
Walking into aging: real-world mobility patterns and digital benchmarks from the InCHIANTI Study
In: npj Aging 11 (2025), Article No.: 60
ISSN: 2731-6068
DOI: 10.1038/s41514-025-00245-w
Albites-Sanabria J., Palumbo P., D'ascanio I., Bonci T., Caruso M., Salis F., Cereatti A., Din SD., Alcock L., Küderle A., Paraschiv-Ionescu A., Gazit E., Kluge F., Kirk C., Encarna Mico-Amigo M., Scott K., Hansen C., Klenk J., Schwickert L., Megaritis D., Vogiatzis I., Becker C., Maetzler W., Hausdorff J., Caulfield B., Vereijken B., Rochester L., Muller A., Mazza C., Carpinella I., Bowman T., Ciechi RD., Torchio A., Cattaneo D., Bianchi S., Ferrarin M., Randi P., Piraccini L., Davalli A., Chiari L., Palmerini L.:
Automated Multicohort Mobility Assessment with an Instrumented L-test (iL-test)
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2025)
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2025.3531723
Altstidl TR., Altstidl JM., Achenbach S., Eskofier B.:
A Cross-Platform Smartphone Auscultation SDK and Optimized Filters for Severe Aortic Stenosis Detection
58th Hawaii International Conference on System Sciences, HICSS 2025 (Honolulu, HI, 7. January 2025 - 10. January 2025)
In: Tung X. Bui (ed.): Proceedings of the Annual Hawaii International Conference on System Sciences 2025
Ammeling J., Ganz J., Wilm F., Breininger K., Aubreville M.:
Investigation of Class Separability within Object Detection Models in Histopathology
In: IEEE Transactions on Medical Imaging (2025)
ISSN: 0278-0062
DOI: 10.1109/TMI.2025.3560134
Anam K., Ardhiansyah DD., Sasono MAH., Imron AMN., Rizal NA., Ramadhan ME., Muttaqin AZ., Castellini C., Sumardi .:
Myoelectric grip force prediction using deep learning for hand robot
14 (2025), p. 3228-3240
ISSN: 2252-8938
DOI: 10.11591/ijai.v14.i4.pp3228-3240
Anam K., Sudrajat A., Rizal NA., Intyanto GW., Muldayani W., Negara MAP., Sumardi ., Bukhori S., Gitakarma MS., Castellini C.:
Evaluation of LSTM for predicting grip strength using electromyography: a comparison of setups and methods
In: Neural Computing & Applications (2025), Article No.: 106327
ISSN: 0941-0643
DOI: 10.1007/s00521-025-11337-9
Andreas D., Werner D., Hou Z., Dwivedi A., Castellini C., Beckerle P.:
A database of multimodal myography and hand kinematics during realistic daily life activities
In: Scientific Data 12 (2025), Article No.: 1507
ISSN: 2052-4463
DOI: 10.1038/s41597-025-05852-6
Arjomandi J., Neubig L., Kist A.:
LLM-driven Baselines for Medical Image Segmentation: A Systematic Analysis
German Conference on Medical Image Computing, 2025 (Regensburg, 9. March 2025 - 11. March 2025)
In: Christoph Palm, Katharina Breininger, Thomas Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas M. Tolxdorff (ed.): Bildverarbeitung für die Medizin 2025. Proceedings, German Conference on Medical Image Computing, Regensburg March 09-11, 2025, Cham: 2025
DOI: 10.1007/978-3-658-47422-5_13
Ayde R., Vornehm M., Zhao Y., Knoll F., Wu EX., Sarracanie M.:
MRI at low field: A review of software solutions for improving SNR
In: NMR in Biomedicine 38 (2025), Article No.: e5268
ISSN: 0952-3480
DOI: 10.1002/nbm.5268
Bachhuber S., Lehmann D., Weygers I., Seel T.:
DIODEM – A Diverse Inertial and Optical Dataset of kinEmatic chain Motion
In: Scientific Data 12 (2025), Article No.: 1285
ISSN: 2052-4463
DOI: 10.1038/s41597-025-05468-w
Berge MA., Paraschiv-Ionescu A., Kirk C., Küderle A., Micó-Amigo E., Becker C., Cereatti A., Del Din S., Engdal M., Garcia-Aymerich J., Grønvik KB., Hansen C., Hausdorff JM., Helbostad JL., Jansen CP., Johnsen LG., Klenk J., Koch S., Maetzler W., Megaritis D., Müller A., Rochester L., Schwickert L., Taraldsen K., Vereijken B.:
Evaluating the Accuracy and Reliability of Real-World Digital Mobility Outcomes in Older Adults After Hip Fracture: Cross-Sectional Observational Study
In: JMIR Formative Research 9 (2025), Article No.: e67792
ISSN: 2561-326X
DOI: 10.2196/67792
Borzuola R., Nuccio S., Del Vecchio A., Bazzucchi I., Felici F., De Vito G., Macaluso A.:
Acute modulation of common synaptic inputs and motor unit discharge rates following neuromuscular electrical stimulation superimposed onto voluntary contractions
In: Frontiers in Physiology 16 (2025), Article No.: 1590949
ISSN: 1664-042X
DOI: 10.3389/fphys.2025.1590949
Brenes A., Tan Z., Bae J., Solomon E., Gösche E., Knoll F., Kim SG.:
Direct Reconstruction of Tracer Kinetic Parameter Maps in Abbreviated Breast MRI
2025 ISMRM & ISMRT Annual Meeting & Exhibition (Honolulu, HI, 10. May 2025 - 15. May 2025)
Briel M., Haide L., Emmrich J., Piccinelli N., Kronreif G., Tagliabue E., Mathis-Ullrich F.:
Intraoperative 3D Reconstruction and Geometric Modeling Using Sensorized Microsurgical Instruments
In: IEEE Transactions on Medical Robotics and Bionics (2025)
ISSN: 2576-3202
DOI: 10.1109/TMRB.2025.3604119
Briel M., Haide L., Hess M., Schimmelpfennig J., Matten P., Peter R., Hillenbrand M., Tagliabue E., Mathis-Ullrich F.:
Intraoperative adaptive eye model based on instrument-integrated OCT for robot-assisted vitreoretinal surgery
In: International Journal of Computer Assisted Radiology and Surgery (2025), Article No.: 100085
ISSN: 1861-6410
DOI: 10.1007/s11548-025-03325-0
Campbell E., Egle F., Oßwald M., Côté-Allard U., Pilarski PM., Boccardo N., Meattini R., Vujaklija I., Hargrove L., Canepa M., Eddy E., Del Vecchio A., Castellini C., Scheme E.:
(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2025), p. 1-1
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2025.3602397
Canepa M., Marucchi L., Boccardo N., Marinelli A., Di Domenico D., Gandolla M., Laffranchi M., Castellini C.:
Towards a Real-Time, Interactive, Incremental Learning Algorithm for Prosthetic Myocontrol
2025 International Conference on Rehabilitation Robotics, ICORR 2025 (Chicago, IL, 12. May 2025 - 16. May 2025)
In: 2025 International Conference On Rehabilitation Robotics (ICORR) 2025
DOI: 10.1109/ICORR66766.2025.11063044
Chao A., Martignetti L., Groh R., Kist A., Li-Jessen NY.:
An mHealth App and System Architecture for Respiratory Disease Management: Design Principles, Tool Development, and Pilot Usability Study
In: JMIR Formative Research 9 (2025), Article No.: e73584
ISSN: 2561-326X
DOI: 10.2196/73584
Chen C., Vornehm M., Sultan MA., Arshad SM., Han Y., Ahmad R.:
Motion-Guided Deep Image Prior for 3D Real-Time Cine (M-DIP-3D)
2025 ISMRM & ISMRT Annual Meeting & Exhibition (Honolulu, HI, 10. May 2025 - 15. May 2025)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2025
Del Vecchio A., Hug F., Merletti R., Farina D.:
JEK-ISEK tutorials on electromyography and kinesiology: A summary and a call for the next series of tutorials
In: Journal of Electromyography and Kinesiology 81 (2025), Article No.: 102986
ISSN: 1050-6411
DOI: 10.1016/j.jelekin.2025.102986
Dendorfer S., Kist A.:
Population-based guiding for evolutionary neural architecture search
In: Scientific Reports 15 (2025), Article No.: 38996
ISSN: 2045-2322
DOI: 10.1038/s41598-025-25840-5
Dombrowski MN., Kainz B.:
Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models
1st International Workshop on Bridging Regulatory Science and Medical Imaging Evaluation, BRIDGE 2025 and 6th MICCAI Workshop on Distributed, Collaborative and Federated Learning, DeCaF 2025, Held in Conjunction with 28th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, 23. September 2025 - 27. September 2025)
In: Ghada Zamzmi, Annika Reinke, Ravi Samala, Meirui Jiang, Xiaoxiao Li, Holger Roth, Mariia Sidulova, Thijs Kooi, Shadi Albarqouni, Spyridon Bakas, Nicola Rieke (ed.): Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning. First International Workshop, BRIDGE 2025, and 6th International Workshop, DeCaF 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23 and September 27, 2025, Proceedings, Cham: 2025
DOI: 10.1007/978-3-032-05663-4_3
Dombrowski MN., Zhang W., Cechnicka S., Reynaud H., Kainz B.:
Image Generation Diversity Issues and How to Tame Them
(2025), p. 3029-3039
DOI: 10.48550/arXiv.2411.16171
URL: https://openaccess.thecvf.com/content/CVPR2025/html/Dombrowski_Image_Generation_Diversity_Issues_and_How_to_Tame_Them_CVPR_2025_paper.html
Dorschky E., Nitschke M., Mayer M., Weygers I., Gaßner H., Seel T., Eskofier B., Koelewijn A.:
Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions
In: Frontiers in Bioengineering and Biotechnology 13 (2025), Article No.: 1507162
ISSN: 2296-4185
DOI: 10.3389/fbioe.2025.1507162
Dörrich M., Balk M., Heusinger T., Beyer S., Mirbagheri M., Fischer DJ., Kanso H., Matek C., Hartmann A., Iro H., Eckstein M., Gostian AO., Kist A.:
A multimodal dataset for precision oncology in head and neck cancer
In: Nature Communications 16 (2025), Article No.: 7163
ISSN: 2041-1723
DOI: 10.1038/s41467-025-62386-6
Engel L., Müller J., Rendon EJF., Dorschky E., Krauß D., Ullmann I., Eskofier B., Vossiek M.:
Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data
In: IEEE Journal of Microwaves 5 (2025), p. 1-15
ISSN: 2692-8388
DOI: 10.1109/JMW.2025.3535525
Erick F., Mina R., Müller J., Kainz B.:
Uncertainty-Aware Vision Transformers for Medical Image Analysis
In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings 2025
DOI: 10.1007/978-3-031-73158-7_16
Fischer LK., Müller J., Schröder C., Hanser A., Cuomo M., Day T., Ouyang C., Dewald O., Rompel O., Dittrich S., Küstner T., Kainz B.:
Unsupervised Single-source Domain Generalization for Robust Quantification of Lymphatic Perfusion
German Conference on Medical Image Computing, 2025 (Regensburg, 9. March 2025 - 11. March 2025)
In: Christoph Palm, Katharina Breininger, Thomas Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas M. Tolxdorff (ed.): Bildverarbeitung für die Medizin 2025. Book SubtitleProceedings, German Conference on Medical Image Computing, Regensburg March 09-11, 2025, Cham: 2025
DOI: 10.1007/978-3-658-47422-5_40
Flaucher M., Berzins S., Jäger K., Nissen M., Rolny J., Trißler P., Eckl S., Eskofier B., Leutheuser H.:
Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study
In: JMIR Human Factors 12 (2025), Article No.: e56798
ISSN: 2292-9495
DOI: 10.2196/56798
Fleischmann S., Kurz M., Richer R., Abel L., Gambietz M., Eskofier B., Rohleder N., Koelewijn A.:
Investigating psychosocial stress arising from marker-based optical motion capture and subsequent effects on gait
In: Scientific Reports 15 (2025), Article No.: 43588
ISSN: 2045-2322
DOI: 10.1038/s41598-025-31814-4
Fleischmann S., Kurz M., Richer R., Gambietz M., Abel L., Sommers B., Eskofier B., Rohleder N., Koelewijn A.:
Does motion capture cause psychological stress and can we see it in the person’s gait?
XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
Fleischmann S., Shanbhag J., Miehling J., Wartzack S., Ong C., Eskofier B., Koelewijn A.:
A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking
In: Journal of neuroEngineering and rehabilitation 22 (2025), Article No.: 256
ISSN: 1743-0003
DOI: 10.1186/s12984-025-01818-2
Fleischmann S., Weiß A., Shanbhag J., Miehling J., Wartzack S., Eskofier B., Koelewijn A.:
BeReal: Assessing the impact of intra-stride treadmill belt speed variations on human gait using optimal control
20th International Symposium on Computer Simulation in Biomechanics (Uppsala, 23. July 2025 - 25. July 2025)
Frisch F., Mehringer W., Ring M., Eskofier B., Michelson G.:
Physical exertion does not lead to a change in the time taken to correctly recognize stereoscopic stimuli in changing horizontal disparity levels
In: Frontiers in Physiology 16 (2025), Article No.: 1602503
ISSN: 1664-042X
DOI: 10.3389/fphys.2025.1602503
Förstel M., Haas O., Förstel S., Maier A., Rothgang E.:
A Systematic Review of Features Forecasting Patient Arrival Numbers
In: CIN - Computers, Informatics, Nursing 43 (2025), Article No.: e01197
ISSN: 1538-2931
DOI: 10.1097/CIN.0000000000001197
Galindez G., Lopez BA., Blumenthal DB., Kacprowski T.:
Identification of transcriptional regulators using a combined disease module identification and prize-collecting Steiner tree approach
In: Network and Systems Medicine 1 (2025), p. 42-56
ISSN: 2941-251X
DOI: 10.14293/NSM.25.1.0003
Ganz J., Ammeling J., Jabari S., Breininger K., Aubreville M.:
Re-identification from histopathology images
In: Medical Image Analysis 99 (2025), Article No.: 103335
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103335
Gerasimova E., Beenen A., Kachkin D., Regensburger M., Zundler S., Blumenthal DB., Lutzny-Geier G., Winner B., Prots I.:
Novel co-culture model of T cells and midbrain organoids for investigating neurodegeneration in Parkinson’s disease
In: npj Parkinson’s Disease 11 (2025), Article No.: 36
ISSN: 2373-8057
DOI: 10.1038/s41531-025-00882-8
Germer C., Farina D., Baker SN., Del Vecchio A.:
NeuroNella: Automatic identification of neural activity from multielectrode arrays with blind source separation
In: Journal of Neural Engineering 22 (2025), Article No.: 026059
ISSN: 1741-2560
DOI: 10.1088/1741-2552/adc5a4
Gomez C., Wang R., Breininger K., Casey C., Bradley C., Pavlak M., Pham A., Yohannan J., Unberath M.:
The explainable AI dilemma under knowledge imbalance in specialist AI for glaucoma referrals in primary care
In: npj Digital Medicine 8 (2025), Article No.: 706
ISSN: 2398-6352
DOI: 10.1038/s41746-025-02069-0
Grießhammer SG., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Truc Tran T., Richer R., Heckel M., Eskofier B., Koelpin A., Steigleder T., Ostgathe C.:
Correction to: Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management (BMC Palliative Care, (2024), 23, 1, (273), 10.1186/s12904-024-01592-3)
In: BMC Palliative Care 24 (2025), Article No.: 113
ISSN: 1472-684X
DOI: 10.1186/s12904-025-01741-2
Grootenhuis A., Hiereth FC., Škarabot J., Oßwald M., Del Vecchio A., Gruber M., Ruggiero L.:
No Differences in Motor Units Discharge Rate Between Females and Males in Explosive Ankle Dorsiflexions
In: Scandinavian journal of medicine & science in sports 35 (2025), Article No.: e70065
ISSN: 0905-7188
DOI: 10.1111/sms.70065
Gyenes B., Franke N., Scheikl P., Henrich P., Younis R., Neumann G., Wagner M., Mathis-Ullrich F.:
Point Cloud Segmentation for Autonomous Clip Positioning in Laparoscopic Cholecystectomy on a Phantom
In: IEEE Robotics and Automation Letters (2025), Article No.: 0b00006494228ca6
ISSN: 2377-3766
DOI: 10.1109/LRA.2025.3585357
Gösche E., Tan Z., Flaßkamp K., Kim SG., Knoll F.:
Comparative Evaluation of Deep Learning and Compressed Sensing Methods for Dynamic Contrast-Enhanced MRI Reconstruction
2025 ISMRM & ISMRT Annual Meeting & Exhibition (Honolulu, HI, 10. May 2025 - 15. May 2025)
Hauser S., Kist A., Döllinger M., Kniesburges S.:
Implicit neural representations for laryngeal aerodynamics
In: Physics of Fluids 37 (2025), Article No.: 081901
ISSN: 1070-6631
DOI: 10.1063/5.0267402
Henrich P., Mathis-Ullrich F.:
LOOC: Localizing Organs using Occupancy Networks and Body Surface Depth Images
In: IEEE Access (2025)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2025.3543736
Henrich P., Mathis-Ullrich F., Scheikl P.:
LUDO: Low-Latency Understanding of Deformable Objects using Point Cloud Occupancy Functions
In: IEEE Transactions on Robotics (2025), p. 1-18
ISSN: 1552-3098
DOI: 10.1109/TRO.2025.3582837
Heuler A., Hebel I., Richer R., Rohleder N., Barke A., Weise C.:
Sensor-based Measurement of Fear Avoidance in Chronic Primary Low Back Pain: A Study Protocol
4. Deutscher Psychotherapiekongress (Berlin, 7. April 2025 - 11. April 2025)
Heuler A., Oeler C., Richer R., Rohleder N., Barke A., Weise C.:
Sensor-Based Detection of Fear and Stress in Lower Back Pain Simulation
International Congress of Behavioral Medicine (ICBM) (Universität Wien, Österreich, 6. August 2025 - 9. August 2025)
Iozzo P., De Bartolo D., Russo M., Berger DJ., Maselli A., Borzelli D., Colamarino E., Mattia D., Nissler C., Nowak M., Falomo E., Morras JS., Schiller MR., Castellini C., Morone G., d'Avella A.:
User-centered development of a personalized adaptive mirror therapy for upper-limb post-stroke rehabilitation using virtual reality and myoelectric control
In: Frontiers in Bioengineering and Biotechnology 13 (2025), Article No.: 1655416
ISSN: 2296-4185
DOI: 10.3389/fbioe.2025.1655416
Jehn C., Kossmann A., Katerina Vavatzanidis N., Hahne A., Reichenbach T.:
CNNs improve decoding of selective attention to speech in cochlear implant users
In: Journal of Neural Engineering 22 (2025), Article No.: 036034
ISSN: 1741-2560
DOI: 10.1088/1741-2552/addb7b
Joeres R., Blumenthal DB., Kalinina OV.:
Data splitting to avoid information leakage with DataSAIL
In: Nature Communications 16 (2025), Article No.: 3337
ISSN: 2041-1723
DOI: 10.1038/s41467-025-58606-8
Jäger K., Nissen M., Leutheuser H., Danzberger N., Titzmann A., Pontones C., Goossens C., Ziegler P., Uhrig S., Häberle L., Bleher H., Kast K., Kornhuber J., Schöffski O., Braun M., Fasching P., Beckmann M., Eskofier B., Hübner H.:
Adherence to digital pregnancy care – lessons learned from the SMART start feasibility study
In: npj Digital Medicine 8 (2025), Article No.: 561
ISSN: 2398-6352
DOI: 10.1038/s41746-025-01966-8
Karstensen L., Robertshaw H., Hatzl J., Jackson B., Langejürgen J., Breininger K., Uhl C., Sadati SM., Booth T., Bergeles C., Mathis-Ullrich F.:
Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions
In: Computers in Biology and Medicine 196 (2025), Article No.: 110844
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2025.110844
Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Richer R., Capito K., Eskofier B., Berking M.:
The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression
In: JMIR Formative Research 9 (2025), Article No.: e65357
ISSN: 2561-326X
DOI: 10.2196/65357
Kemenes S., Chang L., Schlereth M., Corte G., Noversa de Sousa R., Minopoulou I., Fenzl P., Yalcin-Mutlu M., Höner M., Sagonas I., Coppers B., Liphardt AM., Simon D., Kleyer A., Folle L., Sticherling M., Schett G., Maier A., Fagni F.:
Corrigendum: Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index (Frontiers in Medicine, (2025), 12, (1574413), 10.3389/fmed.2025.1574413)
In: Frontiers in Medicine 12 (2025), Article No.: 1617441
ISSN: 2296-858X
DOI: 10.3389/fmed.2025.1617441
Kemenes S., Liu C., Schlereth M., Noversa de Sousa R., Minopoulou I., Fenzl P., Corte G., Yalcin-Mutlu M., Höner M., Sagonas I., Coppers B., Liphardt AM., Simon D., Kleyer A., Folle L., Sticherling M., Schett G., Maier A., Fagni F.:
Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index
In: Frontiers in Medicine 12 (2025), Article No.: 1574413
ISSN: 2296-858X
DOI: 10.3389/fmed.2025.1574413
Kim J., Nickel MD., Knoll F.:
Deep Learning-Based Accelerated MR Cholangiopancreatography Without Fully-Sampled Data
In: NMR in Biomedicine 38 (2025), p. e70002
ISSN: 0952-3480
DOI: 10.1002/nbm.70002
Kist A., Razi S., Groh R., Gritsch F., Schützenberger A.:
Predicting semantic segmentation quality in laryngeal endoscopy images
In: PLoS ONE 20 (2025), Article No.: e0314573
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0314573
Koch V., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gassner H.:
Outcome measures of instrumented gait analysis in hereditary spastic paraplegia: a systematic review
In: Journal of neuroEngineering and rehabilitation 22 (2025), Article No.: 129
ISSN: 1743-0003
DOI: 10.1186/s12984-025-01646-4
Koelewijn A., Nitschke M., Dorschky E., Gambietz M., Weiß A., Eskofier B., van den Bogert AJ.:
BioMAC-Sim-Toolbox: A MATLAB toolbox for biomechanical motion analysis and creation through simulation
In: Journal of Open Source Software 10 (2025), p. 7945
ISSN: 2475-9066
DOI: 10.21105/joss.07945
Krauß D., Richer R., Küderle A., Jukic J., German A., Leutheuser H., Regensburger M., Winkler J., Eskofier B.:
Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability
In: Sleep (2025)
ISSN: 0161-8105
DOI: 10.1093/sleep/zsaf091
Kurz CF., Merzhevich T., Eskofier B., Kather JN., Gmeiner B.:
Benchmarking vision-language models for diagnostics in emergency and critical care settings
In: npj Digital Medicine 8 (2025), Article No.: 423
ISSN: 2398-6352
DOI: 10.1038/s41746-025-01837-2
Kurz M., Abel L., Burkhardt F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Differential Effects of Body Posture on Biological and Psychological Responses in the Trier Social Stress Test
In: Biopsychosocial Science and Medicine, (2025)
ISSN: 2998-8748
DOI: 10.1097/PSY.0000000000001450
Kurz M., Ringgold V., Abel L., Burkhardt F., Richer R., Gmelch LM., Turner A., Eskofier B., Rohleder N.:
Body Movements as a Marker for Acute Stress
Annual meeting of the International Society of Psychoneuroendocrinology (ISPNE) (, 3. September 2025 - 5. September 2025)
König V., Abel L., Burkhardt F., Kurz M., Müller V., Richer R., Schindler-Gmelch L., Eskofier B., Shields GS., Rohleder N.:
Dissecting the Cognitive, Motivational, and Affective Dimensions of the Acute Psychological Stress Response Across Two Empirical Studies
2025 Annual Meeting of the International Society of Psychoneuroendocrinology (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, 3. September 2025 - 5. September 2025)
Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
High-Knee-Flexion Posture Recognition Using Multi-Dimensional Dynamic Time Warping on Inertial Sensor Data
In: Sensors 25 (2025), Article No.: 1083
ISSN: 1424-8220
DOI: 10.3390/s25041083
Lecce E., Amoruso P., Del Vecchio A., Casolo A., Felici F., Farina D., Bazzucchi I.:
Neural determinants of the increase in muscle strength and force steadiness of the untrained limb following a 4 week unilateral training
In: The Journal of Physiology 603 (2025), p. 3605-3630
ISSN: 0022-3751
DOI: 10.1113/JP288954
Lecce E., Del Vecchio A., Nuccio S., Felici F., Bazzucchi I.:
Higher dominant muscle strength is mediated by motor unit discharge rates and proportion of common synaptic inputs
In: Scientific Reports 15 (2025), Article No.: 8269
ISSN: 2045-2322
DOI: 10.1038/s41598-025-92737-8
Li X., Windsheimer M., Sadeghi M., Eskofier B., Kaup A.:
Optimized Learned Image Compression for Facial Expression Recognition
2025 IEEE International Conference on Image Processing (ICIP) (Anchorage, 14. September 2025 - 17. September 2025)
In: 2025 IEEE International Conference on Image Processing (ICIP) 2025
DOI: 10.1109/ICIP55913.2025.11084408
Li Z., Cechnicka S., Ouyang C., Breininger K., Schüffler P., Kainz B.:
Stochastic latent feature distillation: Enhancing dataset distillation via structured uncertainty modeling
In: Journal of Visual Communication and Image Representation 113 (2025), Article No.: 104623
ISSN: 1047-3203
DOI: 10.1016/j.jvcir.2025.104623
Li Z., Zhang W., Cechnicka S., Kainz B.:
Data-Efficient Generation for Dataset Distillation
Workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024 (Milan, ITA, 29. September 2024 - 4. October 2024)
In: Alessio Del Bue, Cristian Canton, Jordi Pont-Tuset, Tatiana Tommasi (ed.): Lecture Notes in Computer Science 2025
DOI: 10.1007/978-3-031-93806-1_6
Lindacher J., Hartebrodt A., Dingfelder J., Lukas P., Würthner L., Völkl S., Blumenthal DB., Graw F., Amann KU., Krumbholz M., Haibach M., Wilke J., Mackensen A., Lutzny-Geier G.:
3D Tumor microenvironment interaction reveals AP-1 complex regulation and contact-mediated reprogramming of bone marrow stromal cells in chronic lymphocytic leukemia
In: HemaSphere 9 (2025), Article No.: e70199
ISSN: 2572-9241
DOI: 10.1002/hem3.70199
Lingelbach K., Rips J., Karstensen L., Mathis-Ullrich F., Vukelić M.:
Evaluating robotic actions: spatiotemporal brain dynamics of performance assessment in robot-assisted laparoscopic training
In: Frontiers in Neuroergonomics 6 (2025)
ISSN: 2673-6195
DOI: 10.3389/fnrgo.2025.1535799
Lluch È., Castañeda E., Weiss ME., Vizitiu A., Jacob A., Jami J., Audigier C., Meister F., Mihalef V., Passerini T.:
Automated Pipeline for Regional Epicardial Adipose Tissue Distribution Analysis in the Left Atrium
15th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2024, Held in Conjunction with MICCAI 2024 (Marrakesh, MAR, 10. October 2024 - 10. October 2024)
In: Oscar Camara, Esther Puyol-Antón, Maxime Sermesant, Avan Suinesiaputra, Jichao Zhao, Chengyan Wang, Qian Tao, Alistair Young (ed.): Lecture Notes in Computer Science 2025
DOI: 10.1007/978-3-031-87756-8_32
Loo RTJ., Nasta F., Macchi M., Baudot A., Burstein F., Bove R., Greve M., Fröhlich H., Khalid S., Küderle A., Moore SL., Storms V., Torous J., Glaab E.:
Recommendations for Successful Development and Implementation of Digital Health Technology Tools
In: Journal of Medical Internet Research 27 (2025), Article No.: e56747
ISSN: 1438-8871
DOI: 10.2196/56747
Löffler C., Lai WC., Zanca D., Schmidt L., Eskofier B., Mutschler C.:
Don’t get me wrong: How to apply deep visual interpretations to time series
In: Applied Intelligence 55 (2025), Article No.: 920
ISSN: 0924-669X
DOI: 10.1007/s10489-025-06798-3
Martini P., Hartebrodt A., de Almeida GP., Hackstein CP., Zehn D., Blumenthal DB.:
SwitchTFI: identifying transcription factors driving cell differentiation
In: Genome Biology 26 (2025), Article No.: 410
ISSN: 1474-7596
DOI: 10.1186/s13059-025-03876-0
Matasyoh NM., Delev D., Masalha W., Mathis-Ullrich F., Zeineldin R.:
Correction: NeuroLens: organ localization using natural language commands for anatomical recognition in surgical training (International Journal of Computer Assisted Radiology and Surgery, (2025), 20, 8, (1623-1632), 10.1007/s11548-025-03463-5)
In: International Journal of Computer Assisted Radiology and Surgery (2025)
ISSN: 1861-6410
DOI: 10.1007/s11548-025-03519-6
Matasyoh NM., Delev D., Masalha W., Mathis-Ullrich F., Zeineldin R.:
NeuroLens: organ localization using natural language commands for anatomical recognition in surgical training
In: International Journal of Computer Assisted Radiology and Surgery (2025)
ISSN: 1861-6410
DOI: 10.1007/s11548-025-03463-5
Meindl M., Bachhuber S., Seel T.:
Iterative Model Learning and Dual Iterative Learning Control: A Unified Framework for Data-Driven Iterative Learning Control
In: IEEE Transactions on Automatic Control (2025)
ISSN: 1558-2523
DOI: 10.1109/TAC.2025.3577958
Merzhevich T., Tanzanakis A., Salin E., Quiering C., Kurz C., Gmeiner B., Eskofier B.:
Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer
23rd International Conference on Artificial Intelligence in Medicine, AIME 2025 (Pavia, 23. June 2025 - 26. June 2025)
In: Riccardo Bellazzi, José Manuel Juarez Herrero, Lucia Sacchi, Blaž Zupan (ed.): Artificial Intelligence in Medicine. 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025, Proceedings, Part II, Cham: 2025
DOI: 10.1007/978-3-031-95841-0_50
Meyerhöfer N., Krogan NJ., Polacco BJ., Blumenthal DB.:
Inference of differential kinase interaction networks with KINference
In: Bioinformatics 41 (2025), Article No.: btaf349
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btaf349
Moosa F., Robertshaw H., Karstensen L., Booth TC., Granados A.:
Benchmarking reinforcement learning algorithms for autonomous mechanical thrombectomy
In: International Journal of Computer Assisted Radiology and Surgery (2025)
ISSN: 1861-6410
DOI: 10.1007/s11548-025-03360-x
Mortazavi BJ., Chiu YC., Lu L., Das A., Tourassi G., Eskofier B.:
Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI
In: IEEE Journal of Biomedical and Health Informatics 29 (2025), p. 6128-6131
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3595419
Müller F., Schwingen NR., Hagen M., Scholz JK., Aigner M., Wirsching A., Taubmann J., Kretschmann S., Kharboutli S., Krickau T., Naumann-Bartsch N., Benintende G., Spörl S., Rothe T., Bruns H., Grieshaber-Bouyer R., Metzler M., Blumenthal DB., Graw F., Schett G., Mackensen A., Völkl S.:
Comparison of the safety profiles of CD19-targeting CAR T-cell therapy in patients with SLE and B-cell lymphoma
In: Blood (2025)
ISSN: 0006-4971
DOI: 10.1182/blood.2025028375
Müller J., Kainz B.:
Resource-Efficient Medical Image Analysis with Self-adapting Forward-Forward Networks
15th International Workshop on Machine Learning in Medical Imaging, MLMI 2024 was held in conjunction with the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 (Marrakesh, 6. October 2024 - 6. October 2024)
In: Xuanang Xu, Zhiming Cui, Kaicong Sun, Islem Rekik, Xi Ouyang (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
DOI: 10.1007/978-3-031-73290-4_18
Müller J., Knupfer A., Blöss Braga P., Vittur EB., Kainz B., Hutter J.:
Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion Models
10th International Workshop on Skin Image Analysis, ISIC 2025 and 1st International Workshop on Computer-Aided Pelvic Imaging for Female Health, CAPI 2025, Held in Conjunction with 28th International Conference on Medical Imaging and Computer Assisted Intervention, MICCAI 2025 (Daejeon, 23. September 2025 - 23. September 2025)
In: M. Emre Celebi, Johanna Paula Müller, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Kumar Abhishek, Joanna Jaworek-Korjakowska, Moi Hoon Yap, Katharina Breininger, Maximilian Lindholz, Jana Hutter, Richard Ruppel, Smiti Tripathy, Franziska Mathis-Ullrich, Stefanie Burghaus, Matthias May (ed.): Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health. 10th International Workshop, ISIC 2025, and First International Workshop, CAPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings, Cham: 2025
DOI: 10.1007/978-3-032-05825-6_9
Müller J., Weiß A., Eskofier B.:
Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching
DOI: 10.1007/978-3-032-00652-3
Neubig L., Larsen D., Kunduk M., Kist A.:
Unstructured electronic health records of dysphagic patients analyzed by large language models
In: IEEE Journal of Translational Engineering in Health and Medicine (2025)
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2025.3571255
Oesten M., Abel L., Albrecht NC., Richer R., Langer D., Grießhammer S., Ghanem K., Steigleder T., Ostgathe C., Koelpin A., Eskofier B.:
Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3530821
Oßwald M., Cakici A., Souza de Oliveira D., Braun D., Farina D., Del Vecchio A.:
Task-specific motor units in the extrinsic hand muscles control single- and multidigit tasks of the human hand
In: Journal of Applied Physiology 138 (2025), p. 1187-1200
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00911.2024
Panda MP., Tiezzi M., Vilas M., Roig G., Eskofier B., Zanca D.:
Correction: FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks (International Journal of Computer Vision, (2025), 133, 10, (7437-7459), 10.1007/s11263-025-02543-y)
In: International Journal of Computer Vision 133 (2025), p. 8664
ISSN: 0920-5691
DOI: 10.1007/s11263-025-02580-7
Panda MP., Tiezzi M., Vilas M., Roig G., Eskofier B., Zanca D.:
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks
In: International Journal of Computer Vision 133 (2025), p. 7437-7459
ISSN: 0920-5691
DOI: 10.1007/s11263-025-02543-y
Possart D., Mill L., Vollnhals F., Hildebrand T., Suter P., Hoffmann M., Utz J., Augsburger D., Thies M., Gu M., Wagner F., Sarau G., Christiansen S., Breininger K.:
Addressing data scarcity in nanomaterial segmentation networks with differentiable rendering and generative modeling
In: npj Computational Materials 11 (2025), Article No.: 197
ISSN: 2057-3960
DOI: 10.1038/s41524-025-01702-6
Puget C., Ganz J., Ostermaier J., Conrad T., Parlak E., Bertram CA., Kiupel M., Breininger K., Aubreville M., Klopfleisch R.:
Artificial intelligence can be trained to predict c-KIT-11 mutational status of canine mast cell tumors from hematoxylin and eosin-stained histological slides
In: Veterinary Pathology 62 (2025), p. 152-160
ISSN: 0300-9858
DOI: 10.1177/03009858241286806
Puschkasch-Möck S., Alix-Fages C., Oßwald M., Jiménez-Martínez P., Behringer M.:
Motor Neuron Discharge Characteristics of the Knee Extensors in Single and Multijoint Isometric Motor Tasks and the Effects of Foot Positioning: A Preliminary Analysis
In: Motor Control 29 (2025), p. 404-417
ISSN: 1087-1640
DOI: 10.1123/mc.2025-0017
Qiu J., Aubreville M., Wilm F., Öttl M., Utz J., Schlereth M., Breininger K.:
Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation
German Conference on Medical Image Computing (Regensburg, 9. March 2025 - 11. March 2025)
In: Bildverarbeitung für die Medizin 2025, Wiesbaden: 2025
DOI: 10.1007/978-3-658-47422-5_59
Raab R., Berrang P., Gerhart P., Schröder D.:
SoK: Descriptive Statistics Under Local Differential Privacy
In: Proceedings on Privacy Enhancing Technologies 2025 (2025), p. 118-149
ISSN: 2299-0984
DOI: 10.56553/popets-2025-0008
URL: https://petsymposium.org/popets/2025/popets-2025-0008.php
Raab R., Bohr A., Klede K., Gmeiner B., Eskofier B.:
Estimating Group Means Under Local Differential Privacy
In: Proceedings on Privacy Enhancing Technologies 2025 (2025), p. 236-274
ISSN: 2299-0984
DOI: 10.56553/popets-2025-0129
URL: https://petsymposium.org/popets/2025/popets-2025-0129.php
Reim T., Hartebrodt A., Blumenthal DB., Bernett J., List M.:
Deep learning models for unbiased sequence-based PPI prediction plateau at an accuracy of 0.65
In: Bioinformatics 41 (2025), p. i590-i598
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btaf192
Richer R., Jorkowitz J., Stühler S., Abel L., Kurz M., Oesten M., Griesshammer SG., Albrecht NC., Küderle A., Ostgathe C., Kölpin A., Steigleder T., Rohleder N., Eskofier B.:
PEPbench—Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms
In: Psychophysiology 62 (2025), Article No.: e70176
ISSN: 0048-5772
DOI: 10.1111/psyp.70176
Richer R., Rohleder N.:
Special Issue Editorial: Advancing Psychoneuroendocrinology through Artificial Intelligence and Digital Technologies
In: Psychoneuroendocrinology (2025), p. 107571
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107571
Rico-Olarte C., Lopez DM., Eskofier B., Becker L.:
Electrophysiological Insights in Exergaming—Electroencephalography Data Recording and Movement Artifact Detection: Systematic Review
In: JMIR Serious Games 13 (2025), Article No.: e50992
ISSN: 2291-9279
DOI: 10.2196/50992
Riera-Marín M., O.K. S., Rodríguez-Comas J., May M., Pan Z., Zhou X., Liang X., Erick F., Prenner A., Hémon C., Boussot V., Dillenseger JL., Nunes JC., Qayyum A., Mazher M., Niederer SA., Kushibar K., Martín-Isla C., Radeva P., Lekadir K., Barfoot T., Garcia Peraza Herrera LC., Glocker B., Vercauteren T., Gago L., Englemann J., Kleiß JM., Aubanell A., Antolin A., García-López J., González Ballester MA., Galdrán A.:
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results
In: Computers in Biology and Medicine 197 (2025), Article No.: 111024
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2025.111024
Righi RDR., Rodrigues VF., Da Costa CA., Eskofier B.:
Breaking Down the Data Path in Digital Health: From Edge to Fog and Beyond
In: IEEE Pervasive Computing (2025)
ISSN: 1536-1268
DOI: 10.1109/MPRV.2024.3521307
Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
Multimodal stress assessment: Connecting task-related changes in self-reported stress, salivary biomarkers, heart rate, and facial expressions in the context of the stress response to the Trier Social Stress Test
In: Psychoneuroendocrinology (2025), p. 107560
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107560
Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
Multimodal Stress Responses During the TSST and friendly-TSST
2025 Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, 3. September 2025 - 5. September 2025)
Rivera Monroy LC., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
Abstract: Multi-level Cancer Profiling through Joint Cell-graph Representations
German Conference on Medical Image Computing (Regensburg, 9. March 2025 - 11. March 2025)
In: Bildverarbeitung für die Medizin 2025 2025
DOI: 10.1007/978-3-658-47422-5_34
Robertshaw H., Jackson B., Wang J., Sadati H., Karstensen L., Granados A., Booth TC.:
Reinforcement learning for safe autonomous two-device navigation of cerebral vessels in mechanical thrombectomy
In: International Journal of Computer Assisted Radiology and Surgery (2025)
ISSN: 1861-6410
DOI: 10.1007/s11548-025-03339-8
Rohleder N., Kurz M., Abel L., Burghardt F., Ringgold V., Schindler-Gmelch L., Eskofier B., Richer R.:
Acute stress response of inflammatory cytokines measured in dried blood spots
32nd Annual Meeting of the Psychoneuroimmunology Research Society (Bordeaux, 9. June 2025 - 12. June 2025)
Rohleder N., Richer R., Abel L., Kurz M., Burghardt F., Ringgold V., Eskofier B.:
Stress-induced movement inhibition during acute psychosocial stress predicts HPA axis response
82nd Annual Scientific Meeting of the Society for Biopsychosocial Science and Medicine (Seattle, 19. March 2025 - 22. March 2025)
Rohleder N., Richer R., Eskofier B.:
Berührungslose Messung von menschlichen inneren Zuständen: Neue Wege, Stress und seinen biologischen Folgen sichtbar zu machen?
Deutscher Kongress für Psychosomatische Medizin und Psychotherapie 2025 (Berlin, 12. March 2025 - 14. March 2025)
Roth K., Malessa A., Grießhammer S., Heckel M., Richer R., Shi K., Kölpin A., Rohleder N., Metzner S., Ostgathe C., Steigleder T.:
Radiometric Measurement of the Effect of Nonpharmacological Interventions on Vital Signs of Patients with Palliative Care Using the Example of Music Therapy
In: Journal of palliative medicine (2025)
ISSN: 1557-7740
DOI: 10.1177/10966218251369969
Rupp L., Kumar A., Sadeghi M., Schindler-Gmelch L., Keinert M., Eskofier B., Berking M.:
Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning
In: Frontiers in Digital Health 7 (2025), Article No.: 1578917
ISSN: 2673-253X
DOI: 10.3389/fdgth.2025.1578917
Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression: Ergebnisse einer Randomisiert-kontrollierten klinischen Studie eines Emotions-gestützten Trainings zur Kognitiven Umstrukturierung
4. Deutscher Psychotherapie Kongress (Berlin)
Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring
EACLIPT (Frankfurt, 28. May 2025 - 30. May 2025)
Sadeghi M., Rahimi F., Biradar PU., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
Detecting Depression using Machine Learning Approaches through Digital Biomarkers
Bavarian Conference on AI in Medicine (Munich, 27. October 2025 - 28. October 2025)
In: Bavarian Conference on AI in Medicine 2025 2025
Sadeghi M., Rahimi F., Kumar A., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
Evaluating OpenDBM for Emotion Intensity Prediction: A Comparative Study Using Facial and Physiological Data
19th EAI International Conference on Pervasive Computing Technologies for Healthcare (Eindhoven, 15. October 2025 - 17. October 2025)
In: EAI PervasiveHealth 2025
Sadeghi M., Rahimi F., Singh S., Richer R., Schindler-Gmelch L., Rupp L., Keinert M., Hager M., Berking M., Eskofier BM.:
Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions
18th International Congress of Behavioral Medicine (ICBM 2025) (Vienna, 6. August 2025 - 9. August 2025)
In: ICBM, INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE: 2025
Salehihafshejani F., Bayat S., Schett G., Kleyer A., Altstidl TR., Eskofier B.:
ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3554364
Salehihafshejani F., Salin E., Smarr B., Bayat S., Kleyer A., Schett G., Fritsch-Stork R., Eskofier B.:
A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs
In: Scientific Reports 15 (2025), Article No.: 23960
ISSN: 2045-2322
DOI: 10.1038/s41598-025-09975-z
Salehihafshejani F., Zarifi S., Bayat S., Habibpour M., Asemanrafat A., Kleyer A., Schett G., Fritsch-Stork R., Eskofier B.:
Predicting Disease Activity Score in Rheumatoid Arthritis Patients Treated with Biologic Disease-Modifying Antirheumatic Drugs Using Machine Learning Models
In: Technologies 13 (2025), Article No.: 350
ISSN: 2227-7080
DOI: 10.3390/technologies13080350
Sarkar S., Blumenthal DB.:
Gene Co-expression Networks are Poor Proxies for Expert-Curated Gene Regulatory Networks
In: Luc Brun, Vincenzo Carletti, Sébastien Bougleux, Benoît Gaüzère (ed.): Graph-Based Representations in Pattern Recognition. GbRPR 2025., Cham: 2025
DOI: 10.1007/978-3-031-94139-9_4
Scheidl MA., Akarsu İB., Mehrkens F., Czierlinski B., Castellini C.:
An Impedance-Controlled Knee Orthosis for Assisted Sit-to-Stand
6th International Conference on Neurorehabilitation (ICNR 2024) (La Granja, 5. November 2024 - 8. November 2024)
In: Jose L. Pons, Jesus Tornero, Metin Akay (ed.): Converging Clinical and Engineering Research on Neurorehabilitation V. Proceedings of the 6th International Conference on Neurorehabilitation (ICNR 2024), November 5–8, 2024, La Granja, Spain - Volume 1, Cham: 2025
DOI: 10.1007/978-3-031-77588-8_55
Scheidl MA., Braun H., Akarsu IB., Castellini C.:
Impedance-Controlled Knee Orthosis: Transitional Movements and their Effect on Knee Kinematics and Muscular Activity
2025 International Conference on Rehabilitation Robotics, ICORR 2025 (Chicago, IL, 12. May 2025 - 16. May 2025)
In: IEEE International Conference on Rehabilitation Robotics 2025
DOI: 10.1109/ICORR66766.2025.11063028
Scheidl MA., Wunder P., Czierlinski B., Castellini C.:
Preliminary assessment of an open-source leg prosthesis based upon the OSL 2.0
2025 IEEE/SICE International Symposium on System Integration (SII) (München, 21. January 2025 - 24. January 2025)
In: 2025 IEEE/SICE International Symposium on System Integration (SII), New York City: 2025
DOI: 10.1109/SII59315.2025.10871119
Schillinger M., Schlereth M., Boraud G., Zahnd G., Dehner C., Li Y., Kempf J., Caranovic M., Haney B., Rother U., Breininger K.:
Automatic Muscle Segmentation for the Diagnosis of Peripheral Artery Disease Using Multispectral Optoacoustic Tomography
Photons Plus Ultrasound: Imaging and Sensing 2025 (San Francisco, CA, USA, 26. January 2025 - 29. January 2025)
In: Alexander A. Oraevsky, Lihong V. Wang (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2025
DOI: 10.1117/12.3049067
Schindler-Gmelch L., Rupp L., Rahimi F., Sadeghi M., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression-BioFACEBack: Ergebnisse eines randomisiert-kontrollierten Trials zu gesichtsmuskelfokussiertem Biofeedback bei depressiven Erkrankungen
4. Deutscher Psychotherapie Kongress (Berlin)
Schnitzerlein M., Greto E., Wegner A., Möller A., Aust O., Ben Brahim O., Blumenthal DB., Zaburdaev V., Uderhardt S.:
Cellular morphodynamics as quantifiers for functional states of resident tissue macrophages in vivo
In: PLoS Computational Biology 21 (2025), Article No.: e1011859
ISSN: 1553-734X
DOI: 10.1371/journal.pcbi.1011859
Schulz A., Egle F., Oßwald M., Del Vecchio A., Castellini C.:
Towards Unsupervised Incremental and Proportional Myocontrol Based on Higher-Density Surface Electromyography
2025 International Conference on Rehabilitation Robotics, ICORR 2025 (Chicago, IL, 12. May 2025 - 16. May 2025)
In: 2025 International Conference On Rehabilitation Robotics (ICORR) 2025
DOI: 10.1109/ICORR66766.2025.11063080
Schüller A., Mücke A., Riegel J., Reichenbach T.:
The Impact of Selective Attention and Musical Training on the Cortical Speech Tracking in the Delta and Theta Frequency Bands
In: Journal of Cognitive Neuroscience 37 (2025), p. 464-481
ISSN: 0898-929X
DOI: 10.1162/jocn_a_02275
Schüßler A., Kunz CP., Younis R., Alt B., Paik J., Wagner M., Mathis-Ullrich F.:
Semi-Autonomous Robotic Assistance for Gallbladder Retraction in Surgery
In: IEEE Robotics and Automation Letters (2025)
ISSN: 2377-3766
DOI: 10.1109/LRA.2025.3577430
Seifer AK., Küderle A., Strobel K., Hannemann R., Eskofier B.:
The Effect of Hearing Aid Amplification on Gait Parameters: A Pilot Study Using Ear-Worn Motion Sensors
In: Audiology Research 15 (2025), p. 45
ISSN: 2039-4349
DOI: 10.3390/audiolres15030045
Shanbhag J., Fleischmann S., Wechsler I., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
Does reduced reactivity explain altered postural control in Parkinson's disease? A predictive simulation study
In: IEEE Open Journal of Engineering in Medicine and Biology (2025)
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2025.3590580
Shanbhag J., Wechsler I., Wirsching S., Fleischmann S., Winkler J., Gaßner H., Eskofier BM., Koelewijn A., Wartzack S., Miehling J.:
The Challenge of Balancing Predictive and Personalized Simulations of Upright Standing
The XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
Sierotowicz M., Brusamento D., Missiroli F., Bornmann J., Gonzalez-Vargas J., Masia L., Castellini C.:
Wearable Assistive Robotics and Its Interaction with Muscular Recruitment Strategies
DOI: 10.1007/978-3-031-77588-8_28
Sierotowicz M., Castellini C., Anam K.:
Force Myography Shows Higher Correlation to Force Output Compared to ARV EMG Features
2025 International Conference on Rehabilitation Robotics, ICORR 2025 (Chicago, IL, USA, 12. May 2025 - 16. May 2025)
In: IEEE International Conference on Rehabilitation Robotics 2025
DOI: 10.1109/ICORR66766.2025.11062957
Sierotowicz M., Castellini C., Anam K.:
Force Myography Shows Higher Correlation to Force Output Compared to Average Rectified Value Electromyography Features
DOI: 10.1007/978-3-031-77588-8_122
Simpetru R., Braun D., Simon A., März M., Cnejevici V., Souza de Oliveira D., Weber N., Walter J., Franke J., Höglinger D., Prahm C., Ponfick M., Del Vecchio A.:
MyoGestic: EMG interfacing framework for decoding multiple spared motor dimensions in individuals with neural lesions
In: Science Advances 11 (2025)
ISSN: 2375-2548
DOI: 10.1126/sciadv.ads9150
URL: https://www.science.org/doi/10.1126/sciadv.ads9150
Sirocchi C., Urschler M., Pfeifer B.:
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping
In: BioData Mining 18 (2025), Article No.: 15
ISSN: 1756-0381
DOI: 10.1186/s13040-025-00430-3
Solomon E., Johnson PM., Tan Z., Tibrewala R., Lui YW., Knoll F., Moy L., Kim SG., Heacock L.:
FastMRI Breast: A Publicly Available Radial k-Space Dataset of Breast Dynamic Contrast-enhanced MRI
In: Radiology: Artificial Intelligence 7 (2025), Article No.: e240345
ISSN: 2638-6100
DOI: 10.1148/ryai.240345
Souza de Oliveira D., Carbonaro M., Raiteri BJ., Botter A., Ponfick M., Del Vecchio A.:
The discharge characteristics of motor units innervating functionally paralyzed muscles
In: Journal of Neurophysiology 133 (2025), p. 343-357
ISSN: 0022-3077
DOI: 10.1152/jn.00389.2024
Stepansky L., Ruppel R., Sommerfeld L., Kleiß JM., Türkan K., Arndt S., Bickelhaupt S., Knoll F., Uder M., May M.:
Adrenal gland volume measurement in depressed patients
In: Journal of Psychiatric Research 187 (2025), p. 74-79
ISSN: 0022-3956
DOI: 10.1016/j.jpsychires.2025.05.013
Stöcker T., Keenan KE., Knoll F., Priovoulos N., Uecker M., Zaitsev M.:
Reproducibility and quality assurance in MRI
In: Magnetic Resonance Materials in Physics Biology and Medicine (2025)
ISSN: 0968-5243
DOI: 10.1007/s10334-025-01271-1
Thornton M., Mandic DP., Reichenbach T.:
Comparison of Linear and Nonlinear Methods for Decoding Selective Attention to Speech From Ear-EEG Recordings
In: IEEE Access 13 (2025), p. 127614-127625
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2025.3590490
Thürauf S., Mehrkens F., Castellini C., Sierotowicz M.:
Back to the Cartesian: Pilot Study for Assessing Human Stiffness in 3D Cartesian Space by Transforming from Muscle Space in a Peg-In-Hole Scenario for Tele-Impedance
2025 IEEE International Conference on Robotics and Automation, ICRA 2025 (Atlanta, GA, 19. May 2025 - 23. May 2025)
In: Christian Ott, Henny Admoni, Sven Behnke, Stjepan Bogdan, Aude Bolopion, Youngjin Choi, Fanny Ficuciello, Nicholas Gans, Clement Gosselin, Kensuke Harada, Erdal Kayacan, H. Jin Kim, Stefan Leutenegger, Zhe Liu, Perla Maiolino, Lino Marques, Takamitsu Matsubara, Anastasia Mavromatti, Mark Minor, Jason O'Kane, Hae Won Park, Hae-Won Park, Ioannis Rekleitis, Federico Renda, Elisa Ricci, Laurel D. Riek, Lorenzo Sabattini, Shaojie Shen, Yu Sun, Pierre-Brice Wieber, Katsu Yamane, Jingjin Yu (ed.): Proceedings - IEEE International Conference on Robotics and Automation 2025
DOI: 10.1109/ICRA55743.2025.11127778
Venturini L., Budd S., Farruggia A., Wright R., Matthew J., Day TG., Kainz B., Razavi R., Hajnal JV.:
Whole examination AI estimation of fetal biometrics from 20-week ultrasound scans
In: npj Digital Medicine 8 (2025), p. 1--12
ISSN: 2398-6352
DOI: 10.1038/s41746-024-01406-z
Vlontzos A., Müller C., Kainz B.:
Causal reasoning in medical imaging
In: Trustworthy AI in Medical Imaging, Academic Press, 2025, p. 367-381 (The MICCAI Society)
ISBN: 9780443237614
DOI: 10.1016/B978-0-44-323761-4.00029-8
Vornehm M., Chen C., Sultan MA., Arshad SM., Han Y., Knoll F., Ahmad R.:
Multi-dynamic deep image prior for cardiac MRI
In: Magnetic Resonance in Medicine 94 (2025), p. 2668-2679
ISSN: 0740-3194
DOI: 10.1002/mrm.70000
Vornehm M., Chen C., Sultan MA., Arshad SM., Knoll F., Ahmad R.:
Motion-Guided Deep Image Prior for Dynamic Cardiac MRI
2025 ISMRM & ISMRT Annual Meeting & Exhibition (Honolulu, HI, 10. May 2025 - 15. May 2025)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2025
Vornehm M., Wetzl J., Giese D., Fürnrohr F., Pang J., Chow K., Gebker R., Ahmad R., Knoll F.:
CineVN: Variational network reconstruction for rapid functional cardiac cine MRI
In: Magnetic Resonance in Medicine 93 (2025), p. 138-150
ISSN: 0740-3194
DOI: 10.1002/mrm.30260
Wallnig J., Brun L., Gaüzère B., Bougleux S., Yger F., Blumenthal DB.:
A Differentiable Approximation of the Graph Edit Distance
In: Andrea Torsello, Luca Rossi, Luca Cosmo, Giorgia Minello (ed.): Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition, S+SSPR 2024, Cham: 2025
DOI: 10.1007/978-3-031-80507-3_1
Weise T., Demir K., Perez Toro PA., Arias Vergara T., Maier A., Nöth E., Schuster M., Heismann B., Yang SH.:
Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning
In: Human-Centric Intelligent Systems 5 (2025), p. 103-122
ISSN: 2667-1336
DOI: 10.1007/s44230-025-00094-6
Weiß A., Gambietz M., Fleischmann S.:
Workshop: A playground for biomechanical movement analysis and creation: Solving optimal control problems with the BioMAC-Sim-Toolbox.
Woller F., Arend L., Fuchsberger C., List M., Blumenthal DB.:
NApy: efficient statistics in Python for large-scale heterogeneous data with enhanced support for missing data
In: GigaScience 14 (2025), Article No.: giaf140
ISSN: 2047-217X
DOI: 10.1093/gigascience/giaf140
Yang X., Souza de Oliveira D., Braun D., Ponfick M., Farina D., Vecchio AD.:
Non-Invasive Neural Interfacing for Tetraplegic Individuals Using Residual Motor Neuron Activity Decoded At the Forearm or Wrist
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3556496
Ye C., Schneider LS., Sun Y., Thies M., Maier A.:
Compressibility Analysis for the differentiable shift-variant Filtered Backprojection Model
Medical Imaging 2025: Physics of Medical Imaging (San Diego, CA, 17. February 2025 - 21. February 2025)
In: John M. Sabol, Ke Li, Shiva Abbaszadeh (ed.): Medical Imaging 2025: Physics of Medical Imaging 2025
DOI: 10.1117/12.3047414
Yip J., Grießhammer S., Leutheuser H., Richer R., Lu H., Koelpin A., Eskofier B., Ostgathe C., Steigleder T.:
Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care: A Clinically Validated Machine Learning Approach
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3599365
Yip J., Tran TT., Grießhammer S., Malessa A., Koelpin A., Eskofier B., Ostgathe C., Steigleder T.:
Radarbasierte Atemerfassung auf einer Palliativstation
In: Zeitschrift für Palliativmedizin (2025)
ISSN: 1615-2921
DOI: 10.1055/a-2589-9791
Zhao Y., Bozhkov Y., Chen X., Fuchs K., Buchfelder M., Fester L., Souza de Oliveira D., Del Vecchio A., Kinfe T.:
First German experience using augmented reality for neuroanatomy education in undergraduate medical students: a feasibility and questionnaire-based study
In: Educational Technology Research and Development 73 (2025), p. 1025-1041
ISSN: 1042-1629
DOI: 10.1007/s11423-024-10432-3
Öttl M., Steenpaß J., Wilm F., Qiu J., Rübner M., Lang-Schwarz C., Taverna C., Tava F., Hartmann A., Hübner H., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Fully automatic HER2 tissue segmentation for interpretable HER2 scoring
In: Journal of Pathology Informatics 17 (2025), Article No.: 100435
ISSN: 2229-5089
DOI: 10.1016/j.jpi.2025.100435
Öttl M., Wilm F., Steenpaß J., Qiu J., Rübner M., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Kainz B., Breininger K.:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation
18th European Conference on Computer Vision, ECCV 2024 (Milan, 29. September 2024 - 4. October 2024)
In: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
DOI: 10.1007/978-3-031-73226-3_14

Abdelaal M., Yayak AB., Klede K., Schöning H.:
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines
3rd International Workshop on Databases and Machine Learning (Utrecht, 13. May 2024 - 13. May 2024)
Open Access: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
URL: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
Abel L., Richer R., Hauck F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Does acute stress exposure change gait patterns?
DOI: 10.1016/j.psyneuen.2023.106818
Ahmed K., Taheri S., Weygers I., Ortiz-Catalan M.:
Validation of IMU against optical reference and development of open-source pipeline: proof of concept case report in a participant with transfemoral amputation fitted with a Percutaneous Osseointegrated Implant
In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 128
ISSN: 1743-0003
DOI: 10.1186/s12984-024-01426-6
Alagi H., Fischer N., Behrends K., Ftirst-Walter I., Becker J., Beigl M., Mathis-Ullrich F., Hein B.:
Enhancing Force Sensing Capabilities in Exoskeleton Interfaces Using Compliant Actuator-Sensor Units - A User Study
10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024 (Heidelberg, 1. September 2024 - 4. September 2024)
In: Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics 2024
DOI: 10.1109/BioRob60516.2024.10719794
Albert T., Eskofier B., Zanca D.:
From patches to objects: exploiting spatial reasoning for better visual representations
In: Discover Applied Sciences 6 (2024), Article No.: 232
ISSN: 3004-9261
DOI: 10.1007/s42452-024-05894-2
Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3420241
URL: https://ieeexplore.ieee.org/document/10577086
Altmannshofer S., Flaucher M., Beierlein M., Eskofier B., Beckmann M., Fasching P., Hübner H.:
A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
In: Digital Health 10 (2024)
ISSN: 2055-2076
DOI: 10.1177/20552076241234627
Altstidl TR., Dobre D., Kosmala A., Eskofier B., Gidel G., Schwinn L.:
On the Scalability of Certified Adversarial Robustness with Generated Data
Neural Information Processing Systems (NeurIPS) (Vancouver, BC, Canada, 9. December 2024 - 15. December 2024)
In: Advances in Neural Information Processing Systems 37 2024
Open Access: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
URL: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
Amsel D., Vornehm M., Wetzl J., Schmidt M., Tillmanns C., Gebker R., Giese D., Knoll F., Kuestner T.:
Deep learning-based image reconstruction for higher resolution cardiac T1 mapping
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2024
Angius L., Del Vecchio A., Goodall S., Thomas K., Ansdell P., Atkinson E., Farina D., Howatson G.:
Supraspinal, spinal, and motor unit adjustments to fatiguing isometric contractions of the knee extensors at low and high submaximal intensities in males
In: Journal of Applied Physiology 136 (2024), p. 1546-1558
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00675.2023
Aubreville M., Pan Z., Sievert M., Ammeling J., Ganz J., Oetter N., Stelzle F., Frenken AK., Breininger K., Goncalves M.:
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
German Conference on Medical Image Computing, BVM 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_42
Aubreville M., Stathonikos N., Donovan TA., Klopfleisch R., Ammeling J., Ganz J., Wilm F., Veta M., Jabari S., Eckstein M., Annuscheit J., Krumnow C., Bozaba E., Çayır S., Gu H., Chen X‘., Jahanifar M., Shephard A., Kondo S., Kasai S., Kotte S., Saipradeep VG., Lafarge MW., Koelzer VH., Wang Z., Zhang Y., Yang S., Wang X., Breininger K., Bertram CA.:
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
In: Medical Image Analysis 94 (2024), Article No.: 103155
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103155
Aubreville M., Wilm F., Stathonikos N., Breininger K., Donovan TA., Jabari S., Veta M., Ganz J., Ammeling J., van Diest PJ., Klopfleisch R., Bertram CA.:
Author Correction: A comprehensive multi-domain dataset for mitotic figure detection (Scientific Data, (2023), 10, 1, (484), 10.1038/s41597-023-02327-4)
In: Scientific Data 11 (2024), Article No.: 717
ISSN: 2052-4463
DOI: 10.1038/s41597-024-03548-x
Auernheimer J., Reichenbach T.:
Estimation of the Neural Sources of the EEG-measured Speech-FFR using a Phenomenological Model of Auditory-nerve Fiber Responses
32nd European Signal Processing Conference, EUSIPCO 2024 (Lyon, FRA, 26. August 2024 - 30. August 2024)
In: European Signal Processing Conference 2024
Azampour MF., Mach K., Fatemizadeh E., Demiray B., Westenfelder K., Steiger K., Eiber M., Wendler T., Kainz B., Navab N.:
Multitask Weakly Supervised Generative Network for MR-US Registration
In: IEEE Transactions on Medical Imaging (2024), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2024.3400899
Bachhuber S., Pawluchin A., Pal A., Boblan I., Seel T.:
A Soft Robotic System Automatically Learns Precise Agile Motions Without Model Information
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024 (Abu Dhabi, 14. October 2024 - 18. October 2024)
In: IEEE International Conference on Intelligent Robots and Systems 2024
DOI: 10.1109/IROS58592.2024.10801724
Bachhuber S., Weygers I., Seel T.:
Dispelling Four Challenges in Inertial Motion Tracking with One Recurrent Inertial Graph-based Estimator (RING)
12th IFAC Symposium on Biological and Medical Systems, BMS 2024 (Villingen-Schwenningen, DEU, 11. September 2024 - 13. September 2024)
In: Balazs Benyo (ed.): IFAC-PapersOnLine 2024
DOI: 10.1016/j.ifacol.2024.11.022
Bae J., Tan Z., Solomon E., Huang Z., Heacock L., Moy L., Knoll F., Kim SG.:
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods
In: Magnetic Resonance in Medicine (2024)
ISSN: 0740-3194
DOI: 10.1002/mrm.30152
Bernett J., Blumenthal DB., Grimm DG., Haselbeck F., Joeres R., Kalinina OV., List M.:
Guiding questions to avoid data leakage in biological machine learning applications
In: Nature Methods 21 (2024), p. 1444-1453
ISSN: 1548-7091
DOI: 10.1038/s41592-024-02362-y
Bernett J., Blumenthal DB., List M.:
Cracking the black box of deep sequence-based protein-protein interaction prediction
In: Briefings in Bioinformatics 25 (2024), Article No.: bbae076
ISSN: 1467-5463
DOI: 10.1093/bib/bbae076
Blumenthal DB., Lucchetta M., Kleist L., Fekete SP., List M., Schaefer MH.:
Emergence of power law distributions in protein-protein interaction networks through study bias
In: eLife 13 (2024), Article No.: e99951
ISSN: 2050-084X
DOI: 10.7554/eLife.99951
Brasseler L., Stahlke M., Altstidl TR., Feigl T., Mutschler C.:
Non-Line-of-Sight Detection for Radio Localization using Deep State Space Models
14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Hong Kong, 14. October 2024 - 17. October 2024)
In: The fourteenth International Conference on Indoor Positioning and Indoor Navigation 2024 (IPIN 2024) 2024
Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Vandoorne K., Freiman M.:
T2 Distribution Analysis of Inflamed Bone Marrow Compartments in MR Images with Quantitative T2-mapping
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
Brock L., Liebert A., Schreiter H., Ehring C., Eberle J., Laun FB., Uder M., Kapsner L., Ohlmeyer S., Knoll F., Bickelhaupt S.:
How to best match voxels - evaluating different sequential co-registration strategies for ultra-high b-value DWI in multiparametric breast MRI
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
Brock L., Liebert A., Schreiter H., Skwierawska D., Ehring C., Eberle J., Laun FB., Uder M., Kapsner L., Ohlmeyer S., Hadler D., Knoll F., Bickelhaupt S.:
Comparative Study on Co-registration Techniques for Diffusion-Weighted Breast MRI and Improved ADC Mapping
11th International Workshop on Biomedical Image Registration, WBIR 2024, held in conjunction with the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, 6. October 2024 - 6. October 2024)
In: Marc Modat, Žiga Špiclin, Alessa Hering, Ivor Simpson, Wietske Bastiaansen, Tony C. W. Mok (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-73480-9_10
Cabral HV., Cudicio A., Bonardi A., Del Vecchio A., Falciati L., Orizio C., Martinez-Valdes E., Negro F.:
Neural Filtering of Physiological Tremor Oscillations to Spinal Motor Neurons Mediates Short-Term Acquisition of a Skill Learning Task
In: eNeuro 11 (2024), Article No.: ENEURO.0043-24.2024
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0043-24.2024
Cartella G., Cornia M., Cuculo V., D'Amelio A., Zanca D., Boccignone G., Cucchiara R.:
Trends, Applications, and Challenges in Human Attention Modelling
33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (Jeju, 3. August 2024 - 9. August 2024)
In: Kate Larson (ed.): IJCAI International Joint Conference on Artificial Intelligence 2024
Castañeda TS., Connan M., Capsi-Morales P., Beckerle P., Castellini C., Piazza C.:
Correction to: Experimental evaluation of the impact of sEMG interfaces in enhancing embodiment of virtual myoelectric prostheses (Journal of NeuroEngineering and Rehabilitation, (2024), 21, 1, (57), 10.1186/s12984-024-01352-7)
In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 64
ISSN: 1743-0003
DOI: 10.1186/s12984-024-01368-z
Cramer E., Kucharski AB., Kreimeier J., Andreß S., Li S., Walk C., Merkl F., Högl J., Wucherer P., Stefan P., von Eisenhart-Rothe R., Enste P., Roth D.:
Requirement analysis for an AI-based AR assistance system for surgical tools in the operating room: stakeholder requirements and technical perspectives
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03193-0
Darvish M., Kist A.:
A Generative Method for a Laryngeal Biosignal
In: Journal of Voice (2024)
ISSN: 0892-1997
DOI: 10.1016/j.jvoice.2024.01.016
Day TG., Matthew J., Budd S., Venturini L., Wright R., Farruggia A., Jamshidi B., Syngelaki A., Ling H., Tan M., Lai J., Brown M., To M., Guy GP., Arechvo A., Casagrandi D., Akolekar R., Nanda S., Nicolaides K., Kainz B., Simpson J., Hajnal J., Razavi R.:
Artificial intelligence to assist in the screening fetal anomaly ultrasound scan (PROMETHEUS): a randomised controlled trial
34th World Congress on Ultrasound in Obstetrics and Gynecology (Budapest, 15. September 2024 - 18. September 2024)
In: Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15–18 September 2024, Budapest, Hungary 2024
DOI: 10.1002/uog.28023
Del Vecchio A., Enoka RM., Farina D.:
Specificity of early motor unit adaptations with resistive exercise training
In: The Journal of Physiology (2024)
ISSN: 0022-3751
DOI: 10.1113/JP282560
Demir K., Lojo Rodríguez MB., Weise T., Maier A., Yang SH.:
Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis
25th Interspeech Conferece 2024 (Kos Island, 1. September 2024 - 5. September 2024)
In: Interspeech 2024 2024
DOI: 10.21437/Interspeech.2024-975
Dietz S., Altstidl TR., Zanca D., Eskofier B., Nguyen A.:
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
International Joint Conference on Neural Networks (IJCNN) (Yokohama, 30. June 2024 - 5. July 2024)
DOI: 10.1109/IJCNN60899.2024.10650421
URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
Dombrowski MN., Reynaud H., Müller J., Baugh M., Kainz B.:
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
38th AAAI Conference on Artificial Intelligence, AAAI 2024 (Vancouver, 20. February 2024 - 27. February 2024)
In: Association for the Advancement of Artificial Intelligence (ed.): AAAI-24 Special Track Safe, Robust and Responsible AI Track, Washington, DC: 2024
DOI: 10.1609/aaai.v38i19.30095
Dumbach P.:
Adoption of Artificial Intelligence in Industry and Politics: An Analysis Based on Web Mining and Case Studies across Diverse Data Sources (Dissertation, 2024)
URL: https://open.fau.de/handle/openfau/31160
Elkjaer ML., Hartebrodt A., Oubounyt M., Weber A., Vitved L., Reynolds R., Thomassen M., Rottger R., Baumbach J., Illes Z.:
Single-Cell Multi-Omics Map of Cell Type-Specific Mechanistic Drivers of Multiple Sclerosis Lesions
In: Neurology, Neuroimmunology and Neuroinflammation 11 (2024), p. e200213-
ISSN: 2332-7812
DOI: 10.1212/NXI.0000000000200213
Ernst S., Krauß D., Moß M., Vossiek M., Eskofier B., Berking M.:
Affect during sleep: Exploring the capabilities of Artificial Intelligence in Sleep Research
International Medicine and Health Sciences Congress (Male, 5. November 2025 - 7. November 2025)
In: IMHSC 2024 Conference Proceedings 2024
DOI: 10.53375/imhsc.2024.117
Eshghi S., Rajabi H., Shafaghi S., Nabati F., Nazerian S., Darvizeh A., Gorb SN.:
Allometric Scaling Reveals Evolutionary Constraint on Odonata Wing Cellularity via Critical Crack Length
In: Advanced Science (2024)
ISSN: 2198-3844
DOI: 10.1002/advs.202400844
Eskofier B., Vossiek M.:
Guest Editorial Introduction to the Special Section on Invisible Sensing: Radar-Based Biomonitoring
In: IEEE Open Journal of Engineering in Medicine and Biology 5 (2024), p. 678-679
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3409086
Eskofier B., Vossiek M.:
Invisible Sensing: Radar-based Biomonitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-2
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3409086
Fan F., Qiu J., Huang Y., Maier A.:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, 5. August 2024 - 9. August 2024)
DOI: 10.48550/arXiv.2409.05982
URL: https://arxiv.org/pdf/2409.05982
Fernholz MH., Guggiana Nilo DA., Bonhoeffer T., Kist A.:
DeepD3, an open framework for automated quantification of dendritic spines
In: PLoS Computational Biology 20 (2024), Article No.: e1011774
ISSN: 1553-734X
DOI: 10.1371/journal.pcbi.1011774
Fischer J., Andreas D., Beckerle P., Mathis-Ullrich F., Marzi C.:
Vibrational Feedback for a Teleoperated Continuum Robot with Non-contact Endoscope Localization
In: Current Directions in Biomedical Engineering 10 (2024), p. 17-20
ISSN: 2364-5504
DOI: 10.1515/cdbme-2024-0105
Fischer N., Ho P., Marzi C., Schuler P., Mathis-Ullrich F.:
A Laryngoscope with Shape Memory Actuation
In: Current Directions in Biomedical Engineering 10 (2024), p. 58-61
ISSN: 2364-5504
DOI: 10.1515/cdbme-2024-1067
Flaucher M., Prümer F., Jäger K., Rolny J., Trissler P., Eckl S., Eskofier B., Leutheuser H.:
Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management
2024 Nordic Conference on Human-Computer Interaction (Uppsala, 13. October 2024 - 16. October 2024)
In: NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, New York City: 2024
DOI: 10.1145/3677045.3685447
Fleischmann S., Dietz S., Shanbhag J., Wünsch A., Nitschke M., Miehling J., Wartzack S., Leyendecker S., Eskofier B., Koelewijn A.:
Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach
In: ACM Transactions on Intelligent Systems and Technology 20 (2024), Article No.: 20
ISSN: 2157-6904
DOI: 10.1145/3702646
Fleischmann S., Holzwarth Correa V., Coppers B., Sadeghi M., Richer R., Kleyer A., Simon D., Bräunig J., Vossiek M., Schönau V., Schett G., Koelewijn A., Leyendecker S., Eskofier B., Liphardt AM.:
Classification of rheumatoid arthritis from hand motion capture data using machine learning
13. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB) (Heidelberg, 24. April 2024 - 26. April 2024)
Foltyn A., Deuschel J., Lang-Richter NR., Holzer N., Oppelt M.:
Evaluating the robustness of multimodal task load estimation models
In: Frontiers in Computer Science 6 (2024), Article No.: 1371181
ISSN: 2624-9898
DOI: 10.3389/fcomp.2024.1371181
Förstel S., Förstel M., Gallistl M., Zanca D., Eskofier B., Rothgang EM.:
Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital
In: International Journal of Medical Informatics 192 (2024), Article No.: 105636
ISSN: 1386-5056
DOI: 10.1016/j.ijmedinf.2024.105636
Fürnrohr F., Wetzl J., Vornehm M., Giese D., Knoll F.:
Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction
Bildverarbeitung für die Medizin 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_81
Galindez G., List M., Baumbach J., Völker U., Mäder U., Blumenthal DB., Kacprowski T.:
Inference of differential gene regulatory networks using boosted differential trees
In: Bioinformatics Advances 4 (2024), Article No.: vbae034
ISSN: 2635-0041
DOI: 10.1093/bioadv/vbae034
Gambietz M., Dröge A., Schüßler C., Wirth V., Stahlke M., Miehling J., Koelewijn A.:
Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations
Asilomar Conference on Signals, Systems, and Computers
Ganz J., Marzahl C., Ammeling J., Rosbach E., Richter B., Puget C., Denk D., Demeter EA., Tăbăran FA., Wasinger G., Lipnik K., Tecilla M., Valentine MJ., Dark MJ., Abele N., Bolfa P., Erber R., Klopfleisch R., Merz S., Donovan TA., Jabari S., Bertram CA., Breininger K., Aubreville M.:
Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis
In: Scientific Reports 14 (2024), Article No.: 26273
ISSN: 2045-2322
DOI: 10.1038/s41598-024-77244-6
Ganz J., Puget C., Ammeling J., Parlak E., Kiupel M., Bertram CA., Breininger K., Klopfleisch R., Aubreville M.:
Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning
German Conference on Medical Image Computing, BVM 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_41
Giurgiu M., Wittstruck N., Rodriguez-Fos E., González RC., Brückner L., Krienelke-Szymansky A., Helmsauer K., Hartebrodt A., Euskirchen P., Koche RP., Haase K., Reinert K., Henssen AG.:
Decoil: Reconstructing Extrachromosomal DNA Structural Heterogeneity from Long-Read Sequencing Data
28th International Conference on Research in Computational Molecular Biology, RECOMB 2024 (Cambridge, MA, 29. April 2024 - 2. May 2024)
In: Jian Ma (ed.): Research in Computational Molecular Biology. 28th Annual International Conference, RECOMB 2024, Cambridge, MA, USA, April 29–May 2, 2024, Proceedings, Cham: 2024
DOI: 10.1007/978-1-0716-3989-4_41
Giurgiu M., Wittstruck N., Rodriguez-Fos E., González RC., Brückner L., Krienelke-Szymansky A., Helmsauer K., Hartebrodt A., Euskirchen P., Koche RP., Haase K., Reinert K., Henssen AG.:
Reconstructing extrachromosomal DNA structural heterogeneity from long-read sequencing data using Decoil
In: Genome Research 34 (2024), p. 1355-1364
ISSN: 1088-9051
DOI: 10.1101/gr.279123.124
Gomaa A., Huang Y., Hagag A., Schmitter C., Höfler D., Weissmann T., Breininger K., Schmidt M., Stritzelberger J., Delev D., Coras R., Dörfler A., Schnell O., Frey B., Gaipl U., Semrau S., Bert C., Hau P., Fietkau R., Putz F.:
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
In: Neuro-Oncology Advances (2024)
ISSN: 2632-2498
DOI: 10.1093/noajnl/vdae122
Goodlich BI., Pearcey GE., Del Vecchio A., Horan SA., Kavanagh JJ.:
Antagonism of 5-HT2 receptors attenuates self-sustained firing of human motor units
In: The Journal of Physiology (2024)
ISSN: 0022-3751
DOI: 10.1113/JP285867
Grießhammer S., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Tran TT., Richer R., Heckel M., Eskofier B., Kölpin A., Steigleder T., Ostgathe C.:
Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management
In: BMC Palliative Care 23 (2024), Article No.: 273
ISSN: 1472-684X
DOI: 10.1186/s12904-024-01592-3
Grießhammer S., Yip J., Dorschky E., Heckel M., Eskofier B., Kölpin A., Ostgathe C., Steigleder T.:
Machine Learning Approach for Touchless Radar-based Detection of Life and Death
13th World Research Congress of the European Association for Palliative Care (Barcelona, Spain, 16. May 2024 - 18. May 2024)
In: The Congress book: The 13th World Research Congress of the European Association for Palliative Care 2024
DOI: 10.1177/02692163241242338
URL: https://journals.sagepub.com/doi/full/10.1177/02692163241242338
Groh R., Goes N., Kist A.:
SpokeN-100: A Cross-Lingual Benchmarking Dataset for The Classification of Spoken Numbers in Different Languages
tinyML Research Symposium 2024 (Burlingame, CA, 22. April 2024 - 22. April 2024)
DOI: 10.48550/arXiv.2403.09753
Groh R., Li JY., Li-Jessen NY., Kist A.:
ANNOTE: Annotation of time-series events
In: Software Impacts 21 (2024), Article No.: 100679
ISSN: 2665-9638
DOI: 10.1016/j.simpa.2024.100679
Grube L., Petit P., Vuillerme N., Nitschke M., Nwosu OB., Knitza J., Krusche M., Seifer AK., Eskofier B., Schett G., Morf H.:
Complementary App-Based Yoga Home Exercise Therapy for Patients With Axial Spondyloarthritis: Usability Study
In: JMIR Formative Research 8 (2024), Article No.: e57185
ISSN: 2561-326X
DOI: 10.2196/57185
Gu M., Thies M., Mei S., Wagner F., Fan M., Sun Y., Pan Z., Vesal S., Kosti RV., Possart D., Utz J., Maier A.:
Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, 6. October 2024 - 10. October 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2024. 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part IX, Cham: 2024
DOI: 10.1007/978-3-031-72114-4_65
Gösche E., Eghbali R., Knoll F., Rauschecker AM.:
Domain Influence in MRI Medical Image Segmentation: Spatial Versus k-Space Inputs
15th International Workshop on Machine Learning in Medical Imaging, Held in Conjunction with MICCAI 2024 (Marrakesh, 6. October 2024 - 6. October 2024)
In: Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun (ed.): Machine Learning in Medical Imaging, Cham: 2024
DOI: 10.1007/978-3-031-73284-3_31
URL: https://link.springer.com/chapter/10.1007/978-3-031-73284-3_31
Güttes M., Lucio M., Skornia A., Rühl E., Steußloff F., Zott J., Mardin C., Mehringer W., Ganslmayer M., Michelson G., Hohberger B.:
A case-control study of reaction time deficits in a 3D virtual reality in patients with Post-COVID syndrome
In: Scientific Reports 14 (2024), Article No.: 27204
ISSN: 2045-2322
DOI: 10.1038/s41598-024-76827-7
Hartebrodt A., Röttger R., Blumenthal DB.:
Federated singular value decomposition for high-dimensional data
In: Data Mining and Knowledge Discovery 38 (2024), p. 938 - 975
ISSN: 1573-756X
DOI: 10.1007/s10618-023-00983-z
Hauser SL., Brosig J., Murthy B., Attardo A., Kist A.:
Implicit neural representations in light microscopy
In: Biomedical Optics Express 15 (2024), p. 2175-2186
ISSN: 2156-7085
DOI: 10.1364/BOE.515517
Hecht M., Frey B., Gaipl U., Tianyu X., Eckstein M., Donaubauer AJ., Klautke G., Illmer T., Fleischmann M., Laban S., Hautmann MG., Tamaskovics B., Brunner TB., Becker I., Zhou J., Hartmann A., Fietkau R., Iro H., Döllinger M., Gostian AO., Kist A.:
Machine Learning-assisted immunophenotyping of peripheral blood identifies innate immune cells as best predictor of response to induction chemo-immunotherapy in head and neck squamous cell carcinoma – knowledge obtained from the CheckRad-CD8 trial
In: Neoplasia 49 (2024), Article No.: 100953
ISSN: 1522-8002
DOI: 10.1016/j.neo.2023.100953
Henrich P., Gyenes B., Scheikl P., Neumann G., Mathis-Ullrich F.:
Registered and Segmented Deformable Object Reconstruction from a Single View Point Cloud
2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 (Waikoloa, HI, 4. January 2024 - 8. January 2024)
In: Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 2024
DOI: 10.1109/WACV57701.2024.00310
Henrich P., Liu J., Ge J., Schmidgall S., Shepard L., Ghazi AE., Mathis-Ullrich F., Krieger A.:
Tracking Tumors under Deformation from Partial Point Clouds using Occupancy Networks
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024 (Abu Dhabi, 14. October 2024 - 18. October 2024)
In: IEEE International Conference on Intelligent Robots and Systems 2024
DOI: 10.1109/IROS58592.2024.10802114
Hernandez A., Perez Toro PA., Arias-Vergara T., Vasquez-Correa JC., Yang SH., Orozco-Arroyave JR., Maier A.:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, 9. September 2024 - 13. September 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_14
Hoffmann M., Poschenrieder JM., Incudini M., Baier S., Fritz A., Maier A., Hartung M., Hoffmann C., Trummer N., Adamowicz K., Picciani M., Scheibling E., Harl MV., Lesch I., Frey H., Kayser S., Wissenberg P., Schwartz L., Hafner L., Acharya A., Hackl L., Grabert G., Lee SG., Cho G., Cloward ME., Jankowski J., Lee HK., Tsoy O., Wenke N., Pedersen AG., Bønnelykke K., Mandarino A., Melograna F., Schulz L., Climente-González H., Wilhelm M., Iapichino L., Wienbrandt L., Ellinghaus D., Van Steen K., Grossi M., Furth PA., Hennighausen L., Di Pierro A., Baumbach J., Kacprowski T., List M., Blumenthal DB.:
Network medicine-based epistasis detection in complex diseases: Ready for quantum computing
In: Nucleic Acids Research 52 (2024), p. 10144-10160
ISSN: 0305-1048
DOI: 10.1093/nar/gkae697
Huijben EM., Terpstra ML., Galapon AJ., Pai S., Thummerer A., Koopmans P., Afonso M., van Eijnatten M., Gurney-Champion O., Chen Z., Zhang Y., Zheng K., Li C., Pang H., Ye C., Wang R., Song T., Fan F., Qiu J., Huang Y., Ha J., Sung Park J., Alain-Beaudoin A., Bériault S., Yu P., Guo H., Huang Z., Li G., Zhang X., Fan Y., Liu H., Xin B., Nicolson A., Zhong L., Deng Z., Müller-Franzes G., Khader F., Li X., Zhang Y., Hémon C., Boussot V., Zhang Z., Wang L., Bai L., Wang S., Mus D., Kooiman B., Sargeant CA., Henderson EG., Kondo S., Kasai S., Karimzadeh R., Ibragimov B., Helfer T., Dafflon J., Chen Z., Wang E., Perko Z., Maspero M.:
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
In: Medical Image Analysis 97 (2024), Article No.: 103276
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103276
Ibrahim A., Ollenschläger M., Klebe S., Schüle R., Jeschonneck N., Kellner M., Loris E., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia
In: European Journal of Neurology (2024)
ISSN: 1351-5101
DOI: 10.1111/ene.16367
Jung HJ., Wu SC., Ruhkamp P., Zhai G., Schieber H., Rizzoli G., Wang P., Zhao H., Garattoni L., Roth D., Meier S., Navab N., Busam B.:
HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 (Seattle, WA, USA, 16. June 2024 - 22. June 2024)
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2024
DOI: 10.1109/CVPR52733.2024.02123
Jäger K., Nissen M., Flaucher M., Graf L., Joanidopoulos J., Anneken L., Hübner H., Goossens C., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data
In: IEEE Access 12 (2024), p. 160794-160804
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3487013
Jäger K., Nissen M., Rahm S., Titzmann A., Fasching P., Beilner J., Eskofier B., Leutheuser H.:
Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
In: Physiological Measurement (2024)
ISSN: 0967-3334
DOI: 10.1088/1361-6579/ad4952
Keinert M., Schindler-Gmelch L., Eskofier B., Berking M.:
An Anger-based Approach-Avoidance Modification Training Targeting Dysfunctional Beliefs in Adults with Elevated Stress – Results from a Randomized Controlled Pilot Study
In: International Journal of Cognitive Therapy (2024)
ISSN: 1937-1209
DOI: 10.1007/s41811-024-00218-z
Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Capito K., Hager M., Rahimi F., Richer R., Egger B., Eskofier B., Berking M.:
Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial
In: BMC Psychiatry 24 (2024), Article No.: 896
ISSN: 1471-244X
DOI: 10.1186/s12888-024-06361-3
URL: https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-024-06361-3
Kersting J., Lazareva O., Louadi Z., Baumbach J., Blumenthal DB., List M.:
DysRegNet: Patient-specific and confounder-aware dysregulated network inference towards precision therapeutics
In: British Journal of Pharmacology (2024)
ISSN: 0007-1188
DOI: 10.1111/bph.17395
URL: https://bpspubs.onlinelibrary.wiley.com/doi/10.1111/bph.17395
Keshavarzi M., Salorio-Corbetto M., Reichenbach T., Marriage J., Moore BC.:
Development of New Open-Set Speech Material for Use in Clinical Audiology with Speakers of British English
In: Audiology Research 14 (2024), p. 264-279
ISSN: 2039-4349
DOI: 10.3390/audiolres14020024
Khnaisser C., Hamrouni H., Blumenthal DB., Dignös A., Gamper J.:
Efficiently Labeling and Retrieving Temporal Anomalies in Relational Databases
In: Information Systems Frontiers (2024)
ISSN: 1387-3326
DOI: 10.1007/s10796-024-10495-w
Kim J., Nickel MD., Knoll F.:
Assessment of Deep Learning-based Reconstruction with Imperfect Ground Truth for MRCP
International Federation of Information Processing (IFIP) Technical Committee - 7 (TC-7) "System Modeling and Optimization" conferences (Hamburg, Germany, 12. August 2024 - 16. August 2024)
In: Assessment of Deep Learning-based Reconstruction with Imperfect Ground Truth for MRCP 2024
Kim J., Nickel MD., Knoll F.:
Deep Learning-based Reconstruction of Accelerated MR Cholangiopancreatography
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
In: Deep Learning-based Reconstruction of Accelerated MR Cholangiopancreatography 2024
Kirk C., Küderle A., Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Soltani A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Eskofier B., Del Din S.:
Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
In: Scientific Reports 14 (2024), Article No.: 1754
ISSN: 2045-2322
DOI: 10.1038/s41598-024-51766-5
Kist A., Döllinger M.:
Have We Solved Glottis Segmentation? Review and Commentary
In: Journal of Voice (2024)
ISSN: 0892-1997
DOI: 10.1016/j.jvoice.2024.11.037
Klede K., Altstidl TR., Zanca D., Eskofier B.:
The Impact of Random Models on Standardized Clustering Similarity
In: IEEE Access (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3507133
URL: https://ieeexplore.ieee.org/document/10769363
Kluge F., Brand YE., Micó-Amigo ME., Bertuletti S., D'Ascanio I., Gazit E., Bonci T., Kirk C., Küderle A., Palmerini L., Paraschiv-Ionescu A., Salis F., Soltani A., Ullrich M., Alcock L., Aminian K., Becker C., Brown P., Buekers J., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Echevarria C., Eskofier B., Evers J., Garcia-Aymerich J., Hache T., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Koch S., Maetzler W., Megaritis D., Niessen M., Perlman O., Schwickert L., Scott K., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Yarnall A., Rochester L., Mazzà C., Del Din S., Mueller A.:
Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
In: JMIR Formative Research 8 (2024), Article No.: e50035
ISSN: 2561-326X
DOI: 10.2196/50035
Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3397208
Kudelka J., Ollenschläger M., Dodel R., Eskofier B., Hobert MA., Jahn K., Klucken J., Labeit B., Polidori MC., Prell T., Warnecke T., von Arnim CA., Maetzler W., Jacobs AH.:
Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey
In: BMC Geriatrics 24 (2024), Article No.: 347
ISSN: 1471-2318
DOI: 10.1186/s12877-024-04913-6
Kunz CP., Kraus M., Younis R., Wagner M., Mathis-Ullrich F.:
Statistical Shape Models for Grasp Point Determination in Laparoscopic Surgeries
In: Current Directions in Biomedical Engineering 10 (2024), p. 41-44
ISSN: 2364-5504
DOI: 10.1515/cdbme-2024-0111
Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Does stress stand a chance during sitting? Cortisol and subjective stress response to the (f-)TSST between sitting and standing body position
Annual meeting of the American Psychosomatic Society (APS) (Brighton)
Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Exploring the cortisol and subjective stress response to the TSST between sitting and standing body position
Annual meeting of the European Health Psychology Society (EHPS) (Cascais)
Kurz M., Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
f-TSST+: An extension to the friendly Trier Social Stress Test that enables better behavioral comparability during acute psychosocial stress
DOI: 10.1016/j.psyneuen.2023.106862
Kurz M., Richer R., Geßler T., Abel L., Hauck F., Herzer L., Küderle A., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
openTSST – An open web platform for large-scale, video- based motion analysis during acute psychosocial stress
Jahrestagung Psychologie und Gehirn (PuG) (Hamburg)
Kögel J., Huerta S., Gambietz M., Ullrich M., Heyde C., Dorschky E., Eskofier B.:
Clustering Runners’ Response to Different Midsole Stack Heights: A Field Study
In: Sensors 24 (2024), Article No.: 4694
ISSN: 1424-8220
DOI: 10.3390/s24144694
Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3356791
Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures
In: IEEE Sensors Journal (2024), p. 1-1
ISSN: 1530-437X
DOI: 10.1109/JSEN.2024.3423374
Lecce E., Conti A., Del Vecchio A., Felici F., Scotto di Palumbo A., Sacchetti M., Bazzucchi I.:
Cross-education: motor unit adaptations mediate the strength increase in non-trained muscles following 8 weeks of unilateral resistance training
In: Frontiers in Physiology 15 (2024), Article No.: 1512309
ISSN: 1664-042X
DOI: 10.3389/fphys.2024.1512309
Lemke HU., Mathis-Ullrich F.:
Design criteria for AI-based IT systems
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03064-8
Lennartz R., Khassetarash A., R. Nigg S., Eskofier B., Nigg BM.:
Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion
In: PLoS ONE 19 (2024), p. e0312268
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0312268
Lennartz R., Stöve M., Talar K., Kumarampulakkal N., Dorschky E., Witte M., Eskofier B.:
The Influence of Gamification on Motivation and Cardiac Variables in Soccer
29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, 2. July 2024 - 5. July 2024)
In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024
URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
Li S., Schieber H., Corell N., Egger B., Kreimeier J., Roth D.:
GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidance
31st IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024 (Orlando, FL, 16. March 2024 - 21. March 2024)
In: Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024 2024
DOI: 10.1109/VR58804.2024.00072
Li Z., Kainz B.:
Image distillation for safe data sharing in histopathology
In: International Conference on Medical Image Computing and Computer-Assisted Intervention 2024
DOI: 10.1007/978-3-031-72117-5_43
Lojo Rodríguez MB., Lopes Borges G., López-Brea García M., Schützenberger A., Kist A.:
Neural Radiance Fields for 3D Reconstruction in Monoscopic Laryngeal Endoscopy
IEEE International Symposium on Biomedical Imaging - ISBI 2024 (Athen, 27. May 2024 - 30. May 2024)
In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) 2024
DOI: 10.1109/ISBI56570.2024.10635332
Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
A digital twin to overcome long-time challenges in photovoltaics
In: Joule 8 (2024), p. 1-17
ISSN: 2542-4351
DOI: 10.1016/j.joule.2023.12.010
Maier A., Hartung M., Abovsky M., Adamowicz K., Bader GD., Baier S., Blumenthal DB., Chen J., Elkjaer ML., Garcia-Hernandez C., Helmy M., Hoffmann M., Jurisica I., Kotlyar M., Lazareva O., Levi H., List M., Lobentanzer S., Loscalzo J., Malod-Dognin N., Manz Q., Matschinske J., Mee M., Oubounyt M., Pastrello C., Pico AR., Pillich RT., Poschenrieder JM., Pratt D., Pržulj N., Sadegh S., Saez-Rodriguez J., Sarkar S., Shaked G., Shamir R., Trummer N., Turhan U., Wang RS., Zolotareva O., Baumbach J.:
Drugst.One - a plug-and-play solution for online systems medicine and network-based drug repurposing
In: Nucleic Acids Research 52 (2024), p. W481-W488
ISSN: 0305-1048
DOI: 10.1093/nar/gkae388
Maier A., Rafiei M., Anastasi E., Zolotareva O., Skelton J., Elkjaer ML., Casas AI., Nogales C., Schmidt HHHW., Kacprowski T., Blumenthal DB., Wipat A., Sadegh S., Baumbach J.:
NeDRex-Web: An Interactive Web Tool for Drug Repurposing by Exploring Heterogeneous Molecular Networks
2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024
DOI: 10.1109/BIBM62325.2024.10822390
Matasyoh NM., Mathis-Ullrich F., Zeineldin R.:
SAMSurg: Surgical Instrument Segmentation in Robotic Surgeries Using Vision Foundation Model
In: IEEE Access 12 (2024), p. 193950-193959
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3520386
Matasyoh NM., Schmidt R., Zeineldin R., Spetzger U., Mathis-Ullrich F.:
Interactive Surgical Training in Neuroendoscopy: Real-Time Anatomical Feature Localization using Natural Language Expressions
In: IEEE Transactions on Biomedical Engineering (2024), p. 1-9
ISSN: 0018-9294
DOI: 10.1109/TBME.2024.3405814
Matasyoh NM., Zeineldin R., Mathis-Ullrich F.:
Optimising speech recognition using LLMs: an application in the surgical domain
In: Current Directions in Biomedical Engineering 10 (2024), p. 45-48
ISSN: 2364-5504
DOI: 10.1515/cdbme-2024-0112
Meier JJ., Weigand C., Bauer J., Eskofier B.:
MANAGEMENT BY DIGITAL RESPONSIBILITY IN HEALTH ORGANIZATIONS
9th International Conference on Big Data Analytics, Data Mining and Computational Intelligence, BigDaCI 2024, the 10th International Conference on Connected Smart Cities, CSC 2024 and the 16th International Conference on e-Health, EH 2024, Part of the 18th Multi Conference on Computer Science and Information Systems 2024, MCCSIS 2024 (Budapest, HUN, 13. July 2024 - 15. July 2024)
In: Ajith Abraham, Guo Chao Peng, Pedro Isaias, Pedro Isaias (ed.): Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2024, BigDaCI 2024; Connected Smart Cities 2024, CSC 2024; and e-Health 2024, EH 2024 2024
Meindl M., Bachhuber S., Seel T.:
AI-MOLE: Autonomous Iterative Motion Learning for unknown nonlinear dynamics with extensive experimental validation
In: Control Engineering Practice 145 (2024), Article No.: 105879
ISSN: 0967-0661
DOI: 10.1016/j.conengprac.2024.105879
Meindl M., Bachhuber S., Seel T.:
Reference-Adapting Iterative Learning Control for Motion Optimization in Constrained Environments
63rd IEEE Conference on Decision and Control, CDC 2024 (Milan, 16. December 2024 - 19. December 2024)
In: Proceedings of the IEEE Conference on Decision and Control 2024
DOI: 10.1109/CDC56724.2024.10886730
Mejdani D., Bräunig J., Grießhammer S., Krauß D., Steigleder T., Engel L., Jukic J., Rozhdestvenskaya A., Winkler J., Eskofier B., Ostgathe C., Vossiek M.:
Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment
In: IEEE Transactions on Radar Systems 2 (2024), p. 1174-1185
ISSN: 2832-7357
DOI: 10.1109/TRS.2024.3494473
Menche C., Schuhwerk H., Armstark I., Gupta P., Fuchs K., van Roey R., Mosa MH., Hartebrodt A., Hajjaj Y., Clavel Ezquerra A., Selvaraju MK., Geppert CI., Bärthel S., Saur D., Greten FR., Brabletz S., Blumenthal DB., Weigert A., Brabletz T., Farin HF., Stemmler MP.:
ZEB1-mediated fibroblast polarization controls inflammation and sensitivity to immunotherapy in colorectal cancer
In: EMBO Reports (2024)
ISSN: 1469-221X
DOI: 10.1038/s44319-024-00186-7
Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5)
In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 71
ISSN: 1743-0003
DOI: 10.1186/s12984-024-01361-6
Mohammadi Y., Kafraj MS., Graversen C., Moradi MH.:
Decreased Resting-State Alpha Self-Synchronization in Depressive Disorder
In: Clinical Eeg and Neuroscience 55 (2024), p. 185-191
ISSN: 1550-0594
DOI: 10.1177/15500594231163958
Mohr M., Federolf P., Heinrich D., Nitschke M., Raschner C., Scharbert J., Koelewijn A.:
An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk
In: Scientific Reports 14 (2024), p. 3115-
ISSN: 2045-2322
DOI: 10.1038/s41598-024-53640-w
Mohr M., Federolf P., Heinrich D., Nitschke M., Raschner C., Scharbert J., Koelewijn A.:
Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w)
In: Scientific Reports 14 (2024), Article No.: 5426
ISSN: 2045-2322
DOI: 10.1038/s41598-024-56031-3
Montagna S., Sirocchi C.:
Hybrid Personal Medical Digital Assistant Agents
25th Workshop "From Objects to Agents", WOA 2024 (Bard, 8. July 2024 - 10. July 2024)
In: Marco Alderighi, Matteo Baldoni, Cristina Baroglio, Roberto Micalizio, Stefano Tedeschi (ed.): Hybrid Personal Medical Digital Assistant Agents, Aachen: 2024
Open Access: https://ceur-ws.org/Vol-3735/paper_05.pdf
URL: https://ceur-ws.org/Vol-3735/paper_05.pdf
Moradi H., Flaucher M., Ott T., Ringgold V., Eskofier B., Leutheuser H.:
Can HCI Lead the Way? Workshop on Exploring Conscious AI
In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
DOI: 10.18420/muc2024-mci-ws12-113
(Conference report)
Möck S., Del Vecchio A.:
Investigation of motor unit behavior in exercise and sports physiology: challenges and perspectives
In: Applied Physiology, Nutrition, and Metabolism 49 (2024), p. 547-553
ISSN: 1715-5312
DOI: 10.1139/apnm-2023-0354
Müller J., Krauß D., Engel L., Vossiek M., Eskofier B., Dorschky E.:
End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
Asilomar Conference on Signals, Systems, and Computers
Nabieva N., Brucker SY., Gmeiner B.:
ChatGPT’s Agreement with the Recommendations from the 18th St. Gallen International Consensus Conference on the Treatment of Early Breast Cancer
In: Cancers 16 (2024), Article No.: 4163
ISSN: 2072-6694
DOI: 10.3390/cancers16244163
Nieth B., Altstidl TR., Schwinn L., Eskofier B.:
Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation
International Conference on Machine Learning 2024 DMLR Workshop: Data-centric Machine Learning Research (Wien, 26. July 2024 - 27. July 2024)
DOI: 10.48550/arXiv.2406.13283
Nissen M., Huang SY., Jäger K., Flaucher M., Titzmann A., Bleher H., Pontones C., Hübner H., Danzberger N., Fasching P., Eskofier B., Leutheuser H.:
Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception
In: BMC Pregnancy and Childbirth 24 (2024), Article No.: 782
ISSN: 1471-2393
DOI: 10.1186/s12884-024-06959-1
Nitschke M., Dorschky E., Leyendecker S., Eskofier B., Koelewijn A.:
Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
In: Frontiers in Bioengineering and Biotechnology 12 (2024)
ISSN: 2296-4185
DOI: 10.3389/fbioe.2024.1285845
Nuccio S., Germer CM., Casolo A., Borzuola R., Labanca L., Rocchi JE., Mariani PP., Felici F., Farina D., Falla D., Macaluso A., Sbriccoli P., Del Vecchio A.:
Neuroplastic alterations in common synaptic inputs and synergistic motor unit clusters controlling the vastii muscles of individuals with ACL reconstruction
In: Journal of Applied Physiology 137 (2024), p. 835-847
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00056.2024
O'Keeffe R., Shirazi SY., Del Vecchio A., Ibanez J., Mrachacz-Kersting N., Bighamian R., Rizzo JR., Farina D., Atashzar SF.:
Low-frequency Motor Cortex EEG Predicts Four Rates of Force Development
In: IEEE Transactions on Haptics (2024), p. 1-12
ISSN: 1939-1412
DOI: 10.1109/TOH.2024.3428308
Oetter N., Pröll J., Sievert M., Goncalves M., Rohde M., Nobis CP., Knipfer C., Aubreville M., Pan Z., Breininger K., Maier A., Kesting MR., Stelzle F.:
Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study
In: Clinical Oral Investigations 28 (2024), Article No.: 266
ISSN: 1432-6981
DOI: 10.1007/s00784-024-05664-9
Ott J., Pirkl J., Stahlke M., Feigl T., Mutschler C.:
Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Hong Kong, China, 14. October 2024 - 17. October 2024)
In: The fourteenth edition of the International Conference on Indoor Positioning and Indoor Navigation (IPIN) 2024
Ott J., Stahlke M., Feigl T., Mutschler C.:
Estimating Multipath Component Delays with Transformer Models
In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024), p. 1-10
ISSN: 2832-7322
DOI: 10.1109/JISPIN.2024.3422908
Ott Y., Vornehm M., Wetzl J., Giese D., Knoll F.:
Training deep learning reconstruction models for radial real-time cardiac cine MRI using synthetic golden-angle data
26th Annual Meeting of the German-speaking section of ISMRM (Tübingen, 4. September 2024 - 5. September 2024)
Ouyang J., Egle F., Igney C., Mutzke T., Dahmani C., Castellini C., Thürauf S.:
C-arm unleashed: Intuitive inter-operative positioning of C-arms using wearable gesture detection
BioRob 2024 (Heidelberg, 1. September 2024 - 4. September 2024)
Owsienko D., Schwinn L., Eskofier B., Kiesswetter E., Loos H.:
Sensory evaluation of axillary odour samples of younger and older adults by a trained panel
In: Flavour and Fragrance Journal 39 (2024), p. 3-9
ISSN: 0882-5734
DOI: 10.1002/ffj.3762
Paraperas PF., Alexandros L., Stylianos M., Deng J., Kainz B., Stefanos Z.:
Arc2face: A foundation model for id-consistent human faces
In: Proceedings of the European Conference on Computer Vision (ECCV) 2024
DOI: 10.1007/978-3-031-72913-3_14
URL: https://link.springer.com/content/pdf/10.1007/978-3-031-72913-3_14.pdf
Pava MÁ., Groh R., Kist A.:
Sequence Alignment-based Similarity Metric in Evolutionary Neural Architecture Search
3rd International Conference on Automated Machine Learning, AutoML 2024 (Paris, 9. September 2024 - 12. September 2024)
In: Katharina Eggensperger, Roman Garnett, Joaquin Vanschoren, Marius Lindauer, Jacob R. Gardner (ed.): Proceedings of Machine Learning Research 2024
Pawluchin A., Meindl M., Weygers I., Seel T., Boblan I.:
Gaussian process-based nonlinearity compensation for pneumatic soft actuators
In: At-Automatisierungstechnik 72 (2024), p. 440-448
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0237
Peter R., Moreira S., Tagliabue E., Hillenbrand M., Nunes RG., Mathis-Ullrich F.:
Correction to: Stereo reconstruction from microscopic images for computer-assisted ophthalmic surgery(International Journal of Computer Assisted Radiology and Surgery, 10.1007/s11548-024-03177-0)
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03270-4
Peter R., Moreira S., Tagliabue E., Hillenbrand M., Nunes RG., Mathis-Ullrich F.:
Stereo reconstruction from microscopic images for computer-assisted ophthalmic surgery
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03177-0
Peter RC., Peikert S., Haide L., Pham DXV., Chettaoui T., Tagliabue E., Scheikl P., Fauser J., Hillenbrand M., Neumann G., Mathis-Ullrich F.:
Lens Capsule Tearing in Cataract Surgery using Reinforcement Learning
2024 IEEE International Conference on Robotics and Automation, ICRA 2024 (Yokohama, 13. May 2024 - 17. May 2024)
In: Proceedings - IEEE International Conference on Robotics and Automation 2024
DOI: 10.1109/ICRA57147.2024.10611714
Pfenning S., Simpetru R., Pollak N., Del Vecchio A., Fey D.:
ANALYSIS OF EMBEDDED GPU ARCHITECTURES FOR AI IN NEUROMUSCULAR APPLICATIONS
In: IADIS International Journal on Computer Science and Information Systems 19 (2024), p. 1-14
ISSN: 1646-3692
DOI: 10.33965/ijcsis_2024190101
URL: http://www.iadisportal.org/ijcsis/papers/2024190101.pdf
Pitzal M., Mücke A., Bräunig J., Brückner S., Richer R., Schlechtweg N., Albrecht NC., Koelpin A., Eskofier B., Vossiek M.:
Open Sync Board – An open-source tool for hardware synchronization of multimodal physiological sensor setups
In: Journal of Open Hardware 8 (2024)
ISSN: 2514-1708
Open Access: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
URL: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
Qiu J., Aubreville M., Wilm F., Öttl M., Utz J., Schlereth M., Breininger K.:
Leveraging Image Captions for Selective Whole Slide Image Annotation
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, 6. October 2024 - 10. October 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-72390-2_20
Raccagni C., Sidoroff V., Paraschiv-Ionescu A., Roth N., Schönherr G., Eskofier B., Gaßner H., Kluge F., Teatini F., Seppi K., Goebel G., Benninger DH., Aminian K., Klucken J., Wenning G.:
Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
In: BMJ Open 14 (2024), p. e081317-
ISSN: 2044-6055
DOI: 10.1136/bmjopen-2023-081317
Rahimi F., Badamchizadeh MA., Ghaemi S., Del Vecchio A.:
Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-life Condition with High-density Electromyography and Deep Learning
In: IEEE Journal of Biomedical and Health Informatics 28 (2024), p. 1-8
ISSN: 2168-2194
DOI: 10.1109/JBHI.2024.3350239
Rahimi F., Badamchizadeh MA., Ghaemi S., Del Vecchio A.:
Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-Life Condition With High-Density Electromyography and Deep Learning
In: IEEE Journal of Biomedical and Health Informatics 28 (2024), p. 5708-5717
ISSN: 2168-2194
DOI: 10.1109/JBHI.2024.3350239
Rajput JR., Weinmüller S., Endres J., Dawood P., Knoll F., Maier A., Zaiß M.:
Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, 6. October 2024 - 10. October 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2024. 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part VII, Cham: 2024
DOI: 10.1007/978-3-031-72104-5_23
Reynaud H., Meng Q., Dombrowski MN., Ghosh A., Day T., Gomez A., Leeson P., Kainz B.:
Echonet-synthetic: Privacy-preserving video generation for safe medical data sharing
In: International Conference on Medical Image Computing and Computer-Assisted Intervention 2024
DOI: 10.1007/978-3-031-72104-5_28
Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Bodily Freezing As A Response To Acute Psychosocial Stress
In: Psychoneuroendocrinology 160 (2024), p. 106755
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106755
Richer R., Abel L., Mücke A., Küderle A., Eskofier B., Rohleder N.:
CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment
DOI: 10.1016/j.psyneuen.2023.106845
Richer R., Koch V., Abel L., Hauck F., Kurz M., Ringgold V., Müller V., Küderle A., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Machine learning-based detection of acute psychosocial stress from body posture and movements
In: Scientific Reports 14 (2024), Article No.: 8251
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59043-1
URL: https://www.nature.com/articles/s41598-024-59043-1
Richer R., Varkentin E., Kurmanbekova K., Müller V., Abel L., Ringgold V., Küderle A., Brich I., Rohleder N., Eskofier B.:
Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress
DOI: 10.1016/j.psyneuen.2023.106870
Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity
DOI: 10.1016/j.psyneuen.2023.106871
Riegel J., Schüller A., Reichenbach T.:
No Evidence of Musical Training Influencing the Cortical Contribution to the Speech-Frequency-Following Response and Its Modulation through Selective Attention
In: eNeuro 11 (2024)
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0127-24.2024
Riera C., Souza de Oliveira D., Borutta M., Regensburger M., Zhao Y., Brenner S., Del Vecchio A., Kinfe TM.:
Unaltered Responses of Distal Motor Neurons to Non-Targeted Thoracic Spinal Cord Stimulation in Chronic Pain Patients
In: Pain and Therapy (2024)
ISSN: 2193-8237
DOI: 10.1007/s40122-024-00670-x
Ringgold V., Abel L., Eskofier B., Rohleder N.:
Sex differences in acute biological stress responses triggered by the Virtual Reality Stroop Room
Society for Biopsychosocial Science and Medicine (former American Psychosomatic Society) 81st Annual Scientific Meeting (Brighton)
Ringgold V., Abel L., Eskofier B., Rohleder N.:
Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands
In: Computers in Human Behavior Reports 16 (2024), Article No.: 100497
ISSN: 2451-9588
DOI: 10.1016/j.chbr.2024.100497
Ringgold V., Shields GS., Burkhardt F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
Assessing Task-Related Changes in Self-Reported Stress: Validation of the Short Stress State Questionnaire in German(SSSQ-G)
38th Annual Conference of the European Health Psychology Society (Cascais)
Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
The Short Stress State Questionnaire in German (SSSQ-G): A Multi-Study Validation
In: European Journal of Health Psychology 31 (2024), p. 189-200
ISSN: 2512-8442
DOI: 10.1027/2512-8442/a000160
Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress
53. DGPs-Kongress/15. ÖGP-Konferenz (Wien)
Rivera Monroy LC., Rist L., Eberhardt M., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Bildverarbeitung für die Medizin 2024 (Erlangen, 10. March 2024 - 12. March 2024)
DOI: 10.1007/978-3-658-44037-4_49
Rivera Monroy LC., Rist L., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03277-x
Rivera Monroy LC., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
Multi-level cancer profiling through joint cell-graph representations
In: Smart Health 32 (2024), p. 100470
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2024.100470
Robertshaw H., Karstensen L., Jackson B., Granados A., Booth TC.:
Autonomous navigation of catheters and guidewires in mechanical thrombectomy using inverse reinforcement learning
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03208-w
Roider J., Nguyen A., Zanca D., Eskofier B.:
Assessing the Performance of Remaining Time Prediction Methods for Business Processes
In: IEEE Access (2024), p. 1-19
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3459648
URL: https://ieeexplore.ieee.org/abstract/document/10679137
Roider J., Wang W., Zanca D., Matzner M., Eskofier B.:
Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values
6th International Conference on Process Mining (Technical University of Denmark, 14. October 2024 - 18. October 2024)
In: Andrea Delgado, Tijs Slaats (ed.): Process Mining Workshops 2024
DOI: 10.1007/978-3-031-82225-4_17
Roider J., Zanca D., Eskofier B.:
Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring
BPM: International Conference on Business Process Management (Krakow, 1. September 2024 - 6. September 2024)
In: Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann (ed.): Business Process Management, 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings, Cham: 2024
DOI: 10.1007/978-3-031-70396-6
URL: https://link.springer.com/book/10.1007/978-3-031-70396-6
Roth D., Bräutigam V., Joshi N., Kleinbeck C., Schieber H., Kreimeier J.:
Neural Motion Tracking: Formative Evaluation of Zero Latency Rendering
30th ACM Symposium on Virtual Reality Software and Technology, VRST 2024 (Trier, 9. October 2024 - 11. October 2024)
In: Benjamin Weyers, Daniel Zielasko, Rob Lindeman, Stefania Serafin, Eike Langbehn, Victoria Interrante, Gerd Bruder, J. Edward Swan II, Christoph Borst, Carolin Wienrich, Rebecca Fribourg (ed.): VRST '24: Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology 2024
DOI: 10.1145/3641825.3687751
Ruhland T., Tobola A., Scholl C., Lübke M., Franchi N.:
Data Quality in IoT Temperature Sensor Systems: Demonstrated on Time-Dependent Temperature Fluctuations
In: IEEE Sensors Journal (2024)
ISSN: 1530-437X
DOI: 10.1109/JSEN.2024.3418144
Sabbatini F., Sirocchi C., Calegari R.:
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems
25th Workshop “From Objects to Agents” WOA (Bard, 8. July 2024 - 10. July 2024)
In: Marco Alderighi, Matteo Baldoni, Cristina Baroglio, Roberto Micalizio, Stefano Tedeschi (ed.): Proceedings of the 25th Workshop "From Objects to Agents", Aachen: 2024
Open Access: https://ceur-ws.org/Vol-3735/paper_17.pdf
URL: https://ceur-ws.org/Vol-3735/paper_17.pdf
Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
Deutscher Psychotherapiekongress (DPK) (Berlin, 11. June 2024 - 15. June 2024)
URL: https://www.dgps.de/fileadmin/user_upload/PDF/Pressemitteilungen/DGPs-Pressemitteilung_DPK2024_20241606.pdf
Sadeghi M., Richer R., Egger B., Schindler-Gmelch L., Rupp L., Rahimi F., Berking M., Eskofier B.:
Harnessing multimodal approaches for depression detection using large language models and facial expressions
In: npj Mental Health Research 3 (2024), p. 66
ISSN: 2731-4251
DOI: 10.1038/s44184-024-00112-8
URL: https://www.nature.com/articles/s44184-024-00112-8
Sampieri A., Marcolin G., Gennaro F., Magistrelli E., Del Vecchio A., Moro T., Paoli A., Casolo A.:
Alterations in magnitude and spatial distribution of erector spinae muscle activity in cyclists with a recent history of low back pain
In: European Journal of Applied Physiology (2024)
ISSN: 1439-6319
DOI: 10.1007/s00421-024-05628-7
Sarkar S., Möller A., Hartebrodt A., Erdmann M., Ostalecki C., Baur A., Blumenthal DB.:
Spatial cell graph analysis reveals skin tissue organization characteristic for cutaneous T cell lymphoma
In: npj Systems Biology and Applications 10 (2024), Article No.: 143
ISSN: 2056-7189
DOI: 10.1038/s41540-024-00474-x
Sarkar S., Wu T., Harwood M., Silva AC.:
A Transfer Learning-Based Framework for Classifying Lymph Node Metastasis in Prostate Cancer Patients
In: Biomedicines 12 (2024), Article No.: 2345
ISSN: 2227-9059
DOI: 10.3390/biomedicines12102345
Scheikl P., Schreiber N., Haas C., Freymuth N., Neumann G., Lioutikov R., Mathis-Ullrich F.:
Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects
In: IEEE Robotics and Automation Letters (2024), p. 1-8
ISSN: 2377-3766
DOI: 10.1109/LRA.2024.3382529
Schieber H., Demir K., Kleinbeck C., Yang SH., Roth D.:
Indoor Synthetic Data Generation: A Systematic Review
In: Computer Vision and Image Understanding 240 (2024), Article No.: 103907
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2023.103907
Schlereth M., Yalcin-Mutlu M., Utz J., Bayat S., Heimann T., Qiu J., Ehring C., Liu C., Uder M., Kleyer A., Simon D., Roemer F., Schett G., Breininger K., Fagni F.:
Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis
In: RMD Open 10 (2024)
ISSN: 2056-5933
DOI: 10.1136/rmdopen-2024-004273
Schlieper P., Dombrowski MN., Nguyen A., Zanca D., Eskofier B.:
Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task
In: Forecasting 6 (2024), p. 718-747
ISSN: 2571-9394
DOI: 10.3390/forecast6030037
Schlieper P., Luft H., Klede K., Strohmeyer C., Eskofier B., Zanca D.:
Enhancing unsupervised outlier model selection: A study on ireos algorithms
In: ACM Transactions on Knowledge Discovery from Data 18 (2024), Article No.: 178
ISSN: 1556-4681
DOI: 10.1145/3653719
Schmidt M., Sadeghi M., Rahimi F., Eskofier B., Buglagil A., Schmauß B., Carlowitz C.:
Realtime Laser Beam Steering and Calibration Method for Coherent Biomedical Distance and Motion Sensing
CLEO: Science and Innovations in CLEO 2024, CLEO: S and I 2024 - Part of Conference on Lasers and Electro-Optics (Charlotte, NC, USA, 5. May 2024 - 10. May 2024)
In: CLEO: Science and Innovations, CLEO: S and I 2024 in Proceedings CLEO 2024, Part of Conference on Lasers and Electro-Optics 2024
Schrupp B., Klede K., Raab R., Eskofier B.:
Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data
International Conference on Computational Science 2024
In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024, Cham: 2024
DOI: 10.1007/978-3-031-63772-8_22
Schüller A., Schilling A., Krauß P., Reichenbach T.:
The Early Subcortical Response at the Fundamental Frequency of Speech Is Temporally Separated from Later Cortical Contributions.
In: Journal of Cognitive Neuroscience 36 (2024), p. 475-491
ISSN: 0898-929X
DOI: 10.1162/jocn_a_02103
Schüßler A., Younis R., Paik J., Wagner M., Mathis-Ullrich F., Kunz CP.:
Interactive Surgical Liver Phantom for Cholecystectomy Training
In: Current Directions in Biomedical Engineering 10 (2024), p. 95-98
ISSN: 2364-5504
DOI: 10.1515/cdbme-2024-1076
Seifer AK., Kuderle A., Dorschky E., Moradi H., Hannemann R., Eskofier B.:
Step Length and Gait Speed Estimation using A Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms
In: IEEE Journal of Biomedical and Health Informatics (2024)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2024.3454824
Sens D., Shilova L., Gräf L., Grebenshchikova M., Eskofier B., Casale FP.:
Genetics-driven risk predictions leveraging the Mendelian randomization framework
In: Genome Research 34 (2024), p. 1276-1285
ISSN: 1088-9051
DOI: 10.1101/gr.279252.124
Shanbhag J., Fleischmann S., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
Modelling postural control of upright standing during translational perturbations
29th Congress of the European Society of Biomechanics (Edinburgh, Scotland, 30. June 2024 - 3. July 2024)
Shanbhag J., Fleischmann S., Wechsler I., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing
In: Frontiers in Neuroscience 18 (2024)
ISSN: 1662-4548
DOI: 10.3389/fnins.2024.1393749
Sierotowicz M., Aparna A., Chattaraj R.:
Empirical Time Complexity Analysis of Tractrix-Based Inverse Kinematics Algorithms
10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024 (Heidelberg, DEU, 1. September 2024 - 4. September 2024)
In: Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics 2024
DOI: 10.1109/BioRob60516.2024.10719844
Sievert M., Aubreville M., Müller SK., Eckstein M., Breininger K., Iro H., Goncalves M.:
Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision
In: European Archives of Oto-Rhino-Laryngology (2024)
ISSN: 0937-4477
DOI: 10.1007/s00405-024-08476-5
Simpetru R., Arkudas A., Braun D., Oßwald M., Souza de Oliveira D., Eskofier B., Kinfe TM., Del Vecchio A.:
Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
In: IEEE Transactions on Biomedical Engineering (2024), p. 1-12
ISSN: 0018-9294
DOI: 10.1109/TBME.2024.3432800
Simpetru R., Cnejevici V., Farina D., Del Vecchio A.:
Influence of spatio-temporal filtering on hand kinematics estimation from high-density EMG signals
In: Journal of Neural Engineering 21 (2024), p. 026014
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ad3498
Simpetru R., Souza de Oliveira D., Ponfick M., Del Vecchio A.:
Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 32 (2024), p. 3741-3750
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2024.3472063
Sirocchi C., Montagna S.:
Integrating Symbolic Knowledge and Machine Learning in Healthcare
8th International Joint Conference on Rules and Reasoning (Bucharest, 16. September 2024 - 18. September 2024)
In: Anisa Rula, Emanuel Sallinger, Ognjen Savkovic, Ioana Georgiana Ciuciu, Ioan Toma, Josiane Xavier Parreira, Radu Prodan, Hui Song, Ahmet Soylu (ed.): Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) as part of Declarative AI 2024, Aachen: 2024
Open Access: https://ceur-ws.org/Vol-3816/paper45.pdf
URL: https://ceur-ws.org/Vol-3816/paper45.pdf
Sirocchi C., Suffian M., Sabbatini F., Bogliolo A., Montagna S.:
Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care
First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) (Santiago de Compostela, 20. October 2024 - 20. October 2024)
In: Gianluca Zaza, Gabriella Casalino, Giovanna Castellano (ed.): Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Aachen: 2024
Open Access: https://ceur-ws.org/Vol-3831/paper15.pdf
URL: https://ceur-ws.org/Vol-3831/paper15.pdf
Souza de Oliveira D., Ponfick M., Braun D., Oßwald M., Sierotowicz M., Chatterjee S., Weber DJ., Eskofier B., Castellini C., Farina D., Kinfe TM., Del Vecchio A.:
A direct spinal cord–computer interface enables the control of the paralysed hand in spinal cord injury
In: Brain 147 (2024), p. 3583-3595
ISSN: 0006-8950
DOI: 10.1093/brain/awae088
URL: https://academic.oup.com/brain/advance-article/doi/10.1093/brain/awae088/7631714
Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization
In: IEEE Journal of Indoor and Seamless Positioning and Navigation 2 (2024), p. 166-176
ISSN: 2832-7322
DOI: 10.1109/JISPIN.2024.3398568
Stahlke M., George Y., Feigl T., Eskofier B., Mutschler C.:
Velocity-Based Channel Charting with Spatial Distribution Map Matching
In: IEEE Journal of Indoor and Seamless Positioning and Navigation 2 (2024), p. 230-239
ISSN: 2832-7322
DOI: 10.1109/JISPIN.2024.3424768
Stegmaier M., Schröder C., Müller J., Day T., Cuomo M., Dewald O., Dittrich S., Kainz B.:
Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects
German Conference on Medical Image Computing, BVM 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_70
Stelter J., Weiss K., Steinhelfer L., Spieker V., Huaroc Moquillaza E., Zhang W., Makowski MR., Schnabel JA., Kainz B., Braren RF., Karampinos DC.:
Simultaneous whole-liver water T1 and T2 mapping with isotropic resolution during free-breathing
In: NMR in Biomedicine (2024)
ISSN: 0952-3480
DOI: 10.1002/nbm.5216
Streit H., Keinert M., Schindler-Gmelch L., Eskofier B., Berking M.:
Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
In: Stress and Health (2024), Article No.: e3384
ISSN: 1532-2998
DOI: 10.1002/smi.3384
Tan Z., Liebig PA., Heidemann RM., Laun FB., Knoll F.:
Accelerated diffusion-weighted magnetic resonance imaging at 7 T: Joint reconstruction for shift-encoded navigator-based interleaved echo planar imaging (JETS-NAViEPI)
In: Imaging Neuroscience 2 (2024), p. 1-15
ISSN: 2837-6056
DOI: 10.1162/imag_a_00085
Tayebi Arasteh S., Arias-Vergara T., Perez Toro PA., Weise T., Packhäuser K., Schuster M., Nöth E., Maier A., Yang SH.:
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
In: Communications Medicine 4 (2024), Article No.: 182
ISSN: 2730-664X
DOI: 10.1038/s43856-024-00609-5
Thies M., Maul N., Mei S., Pfaff L., Vysotskaya N., Gu M., Utz J., Possart D., Folle L., Wagner F., Maier A.:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Cham: 2024
DOI: 10.1007/978-3-031-72104-5_25
Thornton M., Auernheimer J., Jehn C., Mandic D., Reichenbach T.:
Detecting Gamma-Band Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge
49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 (Seoul, 14. April 2024 - 19. April 2024)
In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings 2024
DOI: 10.1109/ICASSPW62465.2024.10626244
Thornton M., Mandic DP., Reichenbach T.:
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks
In: IEEE Open Journal of Signal Processing (2024), p. 1-18
ISSN: 2644-1322
DOI: 10.1109/OJSP.2024.3378593
Tsay J., Steadman N., Fleming M., Gann M., Di Giulio I., Graef C., Han J., Jayasinghe K., Mitchell M., Chen R., Raheel K., Semedo E., Simpetru R., Utami KP., Williams A., Zhu Z., Stagg C., Haar S.:
Bridging the gap between experimental control and ecological validity in human sensorimotor science
In: The Journal of Physiology (2024)
ISSN: 0022-3751
DOI: 10.1113/JP287037
Valli G., Sarto F., Casolo A., Del Vecchio A., Franchi MV., Narici MV., De Vito G.:
Lower limb suspension induces threshold-specific alterations of motor units properties that are reversed by active recovery
In: Journal of Sport and Health Science 13 (2024), p. 264-276
ISSN: 2095-2546
DOI: 10.1016/j.jshs.2023.06.004
Valli G., Wu R., Minnock D., Sirago G., Annibalini G., Casolo A., Del Vecchio A., Toniolo L., Barbieri E., De Vito G.:
Can non-invasive motor unit analysis reveal distinct neural strategies of force production in young with uncomplicated type 1 diabetes?
In: European Journal of Applied Physiology (2024)
ISSN: 1439-6319
DOI: 10.1007/s00421-024-05595-z
Van Hooren B., Lennartz R., Cox M., Hoitz F., Plasqui G., Meijer K.:
Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach
In: Scandinavian journal of medicine & science in sports 34 (2024)
ISSN: 0905-7188
DOI: 10.1111/sms.14605
Vornehm M., Wetzl J., Fürnrohr F., Giese D., Ahmad R., Knoll F.:
Low-Latency Reconstruction of Real-Time Cine MRI Using an Unrolled Network
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2024
Vornehm M., Wetzl J., Fürnrohr F., Giese D., Ahmad R., Knoll F.:
Variational Network Meets Conjugate Gradient: Inline Reconstruction and Strain Analysis of Accelerated Cardiac Cine MRI
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, 4. May 2024 - 9. May 2024)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2024
Wang DD., Katoch M., Jabari S., Blümcke I., Blumenthal DB., Lu DH., Coras R., Wang YJ., Shi J., Zhou WJ., Kobow K., Piao YS.:
Correction to: The specific DNA methylation landscape in focal cortical dysplasia ILAE type 3D (Acta Neuropathologica Communications, (2023), 11, 1, (129), 10.1186/s40478-023-01618-6)
In: Acta Neuropathologica Communications 12 (2024), Article No.: 49
ISSN: 2051-5960
DOI: 10.1186/s40478-024-01752-9
Wang R., Bradley C., Herbert P., Hou K., Hager GD., Breininger K., Unberath M., Ramulu P., Yohannan J.:
Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-Based Identification of Patients with Low Visual Field Variability
In: Ophthalmology Glaucoma (2024)
ISSN: 2589-4234
DOI: 10.1016/j.ogla.2024.01.005
Wang R., Bradley C., Herbert P., Hou K., Ramulu P., Breininger K., Unberath M., Yohannan J.:
Deep learning-based identification of eyes at risk for glaucoma surgery
In: Scientific Reports 14 (2024), Article No.: 599
ISSN: 2045-2322
DOI: 10.1038/s41598-023-50597-0
Weber N., Walter J., Braun D., Del Vecchio A., Franke J.:
Compact and Lightweight Cable Decoupling Unit for Bio-Inspired Tendon Drives in Wearable Robots
10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024 (Heidelberg, 1. September 2024 - 4. September 2024)
In: Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics 2024
DOI: 10.1109/BioRob60516.2024.10719892
Wechsler I., Wolf A., Shanbhag J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review
In: Frontiers in Bioengineering and Biotechnology 12 (2024)
ISSN: 2296-4185
DOI: 10.3389/fbioe.2024.1386874
URL: https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874
Weinman LE., Del Vecchio A., Mazzo MR., Enoka RM.:
Motor unit modes in the calf muscles during a submaximal isometric contraction are changed by brief stretches
In: The Journal of Physiology 602 (2024), p. 1385-1404
ISSN: 0022-3751
DOI: 10.1113/JP285437
Weise T., Klumpp P., Demir K., Perez Toro PA., Schuster M., Nöth E., Heismann B., Maier A., Yang SH.:
Speaker-and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech
25th Interspeech Conferece 2024 (Kos Island, 1. September 2024 - 5. September 2024)
In: Interspeech 2024 2024
DOI: 10.21437/Interspeech.2024-1208
Weiß A., Chen A., Janischowky DB., Shih I., Phillips G., Selinger JC., Koelewijn A.:
Pairing Predictive Simulations and Human Experiments in Ankle Exoskeleton Walking
2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) (, 1. September 2024 - 4. September 2024)
In: 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob), New York City: 2024
DOI: 10.1109/BioRob60516.2024.10719905
Weiß A., Koelewijn A., Masmoudi I., Lluch È.:
Combining Pose Estimation and inertial measurement tracking data for a biomechanical simulation of river wave surfing using optimal control
29th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE (Glasgow/Scotland, 2. July 2024 - 5. July 2024)
Wilm F., Reimann MK., Taubmann O., Mühlberg A., Breininger K.:
Appearance-based Debiasing of Deep Learning Models in Medical Imaging
German Conference on Medical Image Computing, BVM 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_9
Wittenberg T., Ernst A., Hauenstein T., Merz N., Sassen S., André E., Lu S., Pest C., Hutschenreiter S., Berger J., Franke J., Reitelshöfer S., Garbas JU., Muenzenmayer C., Oppelt M., Lang-Richter NR.:
A Concept of Emotion-Driven Human-Robot-Inter-Action for Nursing Care Scenarios
2024 2nd International Conference on Integrated Systems in Medical Technologies (ISMT) (Erlangen, 25. September 2024 - 26. September 2025)
In: 2024 2nd International Conference on Integrated Systems in Medical Technologies (ISMT), New York City: 2024
DOI: 10.1109/ISMT62540.2024.10986197
Yang X., Castellini C., Farina D., Liu H.:
Ultrasound as a Neurorobotic Interface: A Review
In: IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (2024), p. 3534-3546
ISSN: 2168-2216
DOI: 10.1109/TSMC.2024.3358960
URL: https://ieeexplore.ieee.org/document/10436655
Younis R., Yamlahi A., Bodenstedt S., Scheikl P., Kisilenko A., Daum M., Schulze A., Wise PA., Nickel F., Mathis-Ullrich F., Maier-Hein L., Müller-Stich BP., Speidel S., Distler M., Weitz J., Wagner M.:
A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots
In: Surgical Endoscopy (2024)
ISSN: 0930-2794
DOI: 10.1007/s00464-024-10958-w
Zaiß M., Rajput JR., Dang HN., Golkov V., Cremers D., Knoll F., Maier A.:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant
German Conference on Medical Image Computing, BVM 2024 (Erlangen, 10. March 2024 - 12. March 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_28
Zakreuskaya A., Buschek D., Mackay WE., Avellino I., Dove G., Eskofier B.:
From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care
2024 Mensch und Computer, MuC 2024 (Karlsruhe, DEU, 1. September 2024 - 4. September 2024)
In: ACM International Conference Proceeding Series 2024
DOI: 10.1145/3670653.3670665
Zeineldin R., Karar ME., Burgert O., Mathis-Ullrich F.:
NeuroIGN: Explainable Multimodal Image-Guided System for Precise Brain Tumor Surgery
In: Journal of Medical Systems 48 (2024), p. 25-
ISSN: 0148-5598
DOI: 10.1007/s10916-024-02037-3
Zeineldin R., Karar ME., Elshaer Z., Coburger J., Wirtz CR., Burgert O., Mathis-Ullrich F.:
Explainable hybrid vision transformers and convolutional network for multimodal glioma segmentation in brain MRI
In: Scientific Reports 14 (2024), Article No.: 3713
ISSN: 2045-2322
DOI: 10.1038/s41598-024-54186-7
Zeineldin R., Mathis-Ullrich F.:
Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI
Challenge on Brain Tumor Segmentation, BraTS 2023, International Challenge on Cross-Modality Domain Adaptation for Medical Image Segmentation, CrossMoDA 2023, held in conjunction with the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2023 (Vancouver, BC, CAN, 8. October 2023 - 12. October 2023)
In: Ujjwal Baid, Sylwia Malec, Spyridon Bakas, Reuben Dorent, Monika Pytlarz, Alessandro Crimi, Ruisheng Su, Navodini Wijethilake (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-76163-8_3
Zieger D., Güthlein F., Henningson JO., Jakob V., Gaßner H., Shanbhag J., Fleischmann S., Miehling J., Wartzack S., Eskofier B., Winkler J., Egger B., Stamminger M.:
3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars
Shape in Medical Imaging (Marrakesh, 6. October 2024 - 6. October 2024)
In: ShapeMI 2024 2024
DOI: 10.1007/978-3-031-75291-9_6
Zürl M., Stoll P., Brehm I., Sueskind J., Raab R., Petermann J., Zanca D., Simon R., von Fersen L., Eskofier B.:
Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning
In: Ecological Informatics (2024), p. 102840
ISSN: 1574-9541
DOI: 10.1016/j.ecoinf.2024.102840
Öhl N., Steigleder T., Hille EM., Braun M., Weisser A., Muehlensiepen F., Vossiek M., Eskofier B., Kölpin A., Forbes CC., Ostgathe C., Heckel M.:
Soziale Implikationen von Gesundheitstechnologien in der Palliativversorgung – Entwicklung eines konzeptionellen Rahmenwerks
In: Zeitschrift für Palliativmedizin 25 (2024)
ISSN: 1615-2921
DOI: 10.1055/s-0044-1788351
Škarabot J., Casolo A., Balshaw TG., Maeo S., Lanza MB., Holobar A., Farina D., Folland JP., Del Vecchio A.:
Greater motor unit discharge rate during rapid contractions in chronically strength-trained individuals
In: Journal of Neurophysiology 132 (2024), p. 1896-1906
ISSN: 0022-3077
DOI: 10.1152/jn.00017.2024

Abdullahi Yari I., Raab R., Küderle A., Eskofier B.:
Aligning Federated Learning with Existing Trust Structures in Health Care Systems
In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
ISSN: 1661-7827
DOI: 10.3390/ijerph20075378
URL: https://www.mdpi.com/1660-4601/20/7/5378
Alix-Fages C., Jiménez-Martínez P., Souza de Oliveira D., Möck S., Balsalobre-Fernández C., Del Vecchio A.:
Mental fatigue impairs physical performance but not the neural drive to the muscle: a preliminary analysis
In: European Journal of Applied Physiology (2023)
ISSN: 1439-6319
DOI: 10.1007/s00421-023-05189-1
Altstidl TR., Nguyen A., Schwinn L., Köferl F., Mutschler C., Eskofier B., Zanca D.:
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, 18. June 2023 - 23. June 2023)
In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
DOI: 10.1109/IJCNN54540.2023.10191724
Ammeling J., Manger C., Kwaka E., Krügel S., Uhl M., Kießig A., Fritz A., Ganz J., Riener A., Bertram CA., Breininger K., Aubreville M.:
Appealing but Potentially Biasing - Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making
2023 Mensch und Computer Conference, MuC 2023 (Rapperswil, CHE, 3. September 2023 - 6. September 2023)
In: Markus Stolze, Frieder Loch, Matthias Baldauf, Florian Alt, Christina Schneegass, Thomas Kosch, Teresa Hirzle, Shadan Sadeghian, Fiona Draxler, Kenan Bektas, Katrin Lohan, Pascal Knierim (ed.): ACM International Conference Proceeding Series 2023
DOI: 10.1145/3603555.3608561
Ammeling J., Schmidt LH., Ganz J., Niedermair T., Brochhausen-Delius C., Schulz C., Breininger K., Aubreville M.:
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_48
Ammeling J., Wilm F., Ganz J., Breininger K., Aubreville M.:
Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge
25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022 (Singapore, SGP, 18. September 2022 - 22. September 2022)
In: Bin Sheng, Marc Aubreville (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-33658-4_19
Amsel D., Vornehm M., Wetzl J., Schmidt M., Knoll F.:
Deep learning-based accelerated T1 mapping for cardiac MRI
25. Jahrestagung der Deutschen Sektion der ISMRM (Berlin, 6. September 2023 - 7. September 2023)
Aubreville M., Stathonikos N., Bertram CA., Klopfleisch R., ter Hoeve N., Ciompi F., Wilm F., Marzahl C., Donovan TA., Maier A., Breen J., Ravikumar N., Chung Y., Park J., Nateghi R., Pourakpour F., Fick RH., Ben Hadj S., Jahanifar M., Shephard A., Dexl J., Wittenberg T., Kondo S., Lafarge MW., Koelzer VH., Liang J., Wang Y., Long X., Liu J., Razavi S., Khademi A., Yang S., Wang X., Erber R., Klang A., Lipnik K., Bolfa P., Dark MJ., Wasinger G., Veta M., Breininger K.:
Mitosis domain generalization in histopathology images — The MIDOG challenge
In: Medical Image Analysis 84 (2023), Article No.: 102699
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102699
Aubreville M., Stathonikos N., Bertram CA., Klopfleisch R., ter Hoeve N., Ciompi F., Wilm F., Marzahl C., Donovan TA., Maier A., Veta M., Breininger K.:
Abstract: the MIDOG Challenge 2021 Mitosis Domain Generalization in Histopathology Images
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_26
Aubreville M., Wilm F., Stathonikos N., Breininger K., Donovan TA., Jabari S., Veta M., Ganz J., Ammeling J., van Diest PJ., Klopfleisch R., Bertram CA.:
A comprehensive multi-domain dataset for mitotic figure detection
In: Scientific Data 10 (2023), Article No.: 484
ISSN: 2052-4463
DOI: 10.1038/s41597-023-02327-4
Avgerinos E., Oppenheimer J., Al-Noor F., Karimaghaei R., Adler A., Singöhl S., Kainz B., Mandegaran R., Heinrich MP., Spiliopoulos S., Geroulakos G., Mischkewitz S.:
Remote Expert Deep Venous Thrombosis Triaging of Novice-User Compression Sonography with Artificial Intelligence Guidance
In: Journal of Vascular Surgery: Venous and Lymphatic Disorders 11 (2023), p. 449
DOI: 10.1016/j.jvsv.2022.12.025
Bachhuber S., Lehmann D., Dorschky E., Koelewijn A., Seel T., Weygers I.:
Plug-and-Play Sparse Inertial Motion Tracking With Sim-to-Real Transfer
In: IEEE Sensors Letters 7 (2023), Article No.: 7004904
ISSN: 2475-1472
DOI: 10.1109/LSENS.2023.3307122
Bachhuber S., Weygers I., Seel T.:
Neural ODEs for Data-driven Automatic Self-Design of Finite-time Output Feedback Control for Unknown Nonlinear Dynamics
In: IEEE Control Systems Letters (2023), p. 1-1
ISSN: 2475-1456
DOI: 10.1109/LCSYS.2023.3293277
Baker AM., Maffitt NJ., Del Vecchio A., McKeating KM., Baker MR., Baker SN., Soteropoulos DS.:
Neural dysregulation in post-COVID fatigue
In: Brain Communications 5 (2023), Article No.: fcad122
ISSN: 2632-1297
DOI: 10.1093/braincomms/fcad122
Boria N., Kiederle J., Yger F., Blumenthal DB.:
The edge-preservation similarity for comparing rooted, unordered, node-labeled trees
In: Pattern Recognition Letters 167 (2023), p. 189-195
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2023.02.017
Borutta M., Köhn J., Souza de Oliveira D., Del Vecchio A., Engelhorn T., Schwab S., Buchfelder M., Kinfe TM.:
The Impact of Burst Motor Cortex Stimulation on Cardiovascular Autonomic Modulation in Chronic Pain: A Feasibility Study for a New Approach to Objectively Monitor Therapeutic Effects
In: Pain and Therapy (2023)
ISSN: 2193-8237
DOI: 10.1007/s40122-023-00541-x
Borzuola R., Nuccio S., Scalia M., Parrella M., Del Vecchio A., Bazzucchi I., Felici F., Macaluso A.:
Adjustments in the motor unit discharge behavior following neuromuscular electrical stimulation compared to voluntary contractions
In: Frontiers in Physiology 14 (2023), Article No.: 1212453
ISSN: 1664-042X
DOI: 10.3389/fphys.2023.1212453
Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Freiman M., Vandoorne K.:
Deep Learning based T2 distribution estimation for bone marrow characterization in inflammation and aging
European Molecular Imaging Meeting (EMIM) (Salzburg, 14. March 2023 - 17. March 2023)
Open Access: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
URL: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), New York City: 2023
DOI: 10.1109/BHI58575.2023.10313506
URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
Brückner S., Weber J., Michler F., Shanin N., Schober R., Hagelauer A., Weigel R., Gaßner H., Winkler J., Eskofier B., Vossiek M.:
A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment
In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology (2023), p. 1--10
ISSN: 2469-7249
DOI: 10.1109/JERM.2023.3321974
URL: https://ieeexplore.ieee.org/document/10286030
Buekers J., Megaritis D., Koch S., Alcock L., Ammour N., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Buttery SC., Caulfied B., Cereatti A., Chynkiamis N., Demeyer H., Echevarria C., Frei A., Hansen C., Hausdorff JM., Hopkinson NS., Hume E., Küderle A., Maetzler W., Mazzà C., Micó-Amigo EM., Mueller A., Palmerini L., Salis F., Scott K., Troosters T., Vereijken B., Watz H., Rochester L., Din SD., Vogiatzis I., Garcia-Aymerich J.:
Laboratory and free-living gait performance in adults with COPD and healthy controls
In: ERJ Open Research 9 (2023), Article No.: 00159-2023
ISSN: 2312-0541
DOI: 10.1183/23120541.00159-2023
Casolo A., Maeo S., Balshaw TG., Lanza MB., Martin NRW., Nuccio S., Moro T., Paoli A., Felici F., Maffulli N., Eskofier B., Kinfe TM., Folland JP., Farina D., Del Vecchio A.:
Non-invasive estimation of muscle fibre size from high-density electromyography
In: The Journal of Physiology (2023)
ISSN: 0022-3751
DOI: 10.1113/JP284170
Cerutti S., Eskofier B., Tourassi G.:
Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 2656-2659
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3274977
Csűry TD., Csűry AZ., Balk M., Kist A., Rupp R., Müller SK., Sievert M., Iro H., Eckstein M., Gostian AO.:
The modified Polsby–Popper score, a novel quantitative histomorphological biomarker and its potential to predict lymph node positivity and cancer-specific survival in oral tongue squamous cell carcinoma
In: Cancer Medicine (2023)
ISSN: 2045-7634
DOI: 10.1002/cam4.6824
Day TG., Kainz B., Razavi R., Simpson J.:
RE: Wang et al. Diagnosis of fetal total anomalous pulmonary venous connection based on the post-left atrium space ratio using artificial intelligence
In: Prenatal Diagnosis (2023)
ISSN: 0197-3851
DOI: 10.1002/pd.6287
Day TG., Simpson JM., Razavi R., Kainz B.:
Improving image labelling quality
In: Nature Machine Intelligence 5 (2023), p. 335-336
ISSN: 2522-5839
DOI: 10.1038/s42256-023-00645-1
Del Vecchio A.:
Neuromechanics of the Rate of Force Development
In: Exercise and Sport Sciences Reviews 51 (2023), p. 34-42
ISSN: 0091-6331
DOI: 10.1249/JES.0000000000000306
Del Vecchio A., Marconi Germer C., Kinfe TM., Nuccio S., Hug F., Eskofier B., Farina D., Enoka RM.:
The Forces Generated by Agonist Muscles during Isometric Contractions Arise from Motor Unit Synergies
In: The Journal of Neuroscience 43 (2023), p. 2860-2873
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.1265-22.2023
Delgado-Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan MA., Garcia-Aymerich J.:
Listening to the patients' voice: a conceptual framework of the walking experience
In: Age and Ageing 52 (2023)
ISSN: 0002-0729
DOI: 10.1093/ageing/afac233
Demir K., Schieber H., Weise T., May M., Maier A., Yang SH.:
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition
In: IEEE Journal of Biomedical and Health Informatics (2023), p. 1-14
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3311628
Denzinger F., Wels M., Breininger K., Taubmann O., Mühlberg A., Allmendinger T., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A.:
How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography
In: Scientific Reports 13 (2023), p. 2563-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-29347-9
Denzinger F., Wels M., Taubmann O., Kordon F., Wagner F., Mehltretter S., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A., Breininger K.:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd’s Crook RCA in Coronary CT Angiography
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, 18. April 2023 - 21. April 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230565
Dideriksen J., Del Vecchio A.:
Adaptations in motor unit properties underlying changes in recruitment, rate coding, and maximum force
In: Journal of Neurophysiology 129 (2023), p. 235-246
ISSN: 0022-3077
DOI: 10.1152/jn.00222.2022
Dodge B., Bennett HJ., Kravchenko O., Jamora V., Parente M., Jorge RN., Oliveira D., Nitschke M., Koelewijn A., Moore A., Miodovnik M., Audette M.:
Towards a Patient-Specific Obstetric Simulator Through OpenSim Musculoskeletal Modelling
2023 Annual Modeling and Simulation Conference (ANNSIM) (Ontario, Canada, 23. May 2023 - 26. May 2023)
Dombrowski MN., Reynaud H., Baugh M., Kainz B.:
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models
2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 (Paris, 2. October 2023 - 6. October 2023)
In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) 2023
DOI: 10.1109/ICCV51070.2023.00097
Dorschky E.:
Optimal Control and Machine Learning in Biomechanics: Hybrid Models for Inertial Sensor-based Gait Analysis and Virtual Footwear Testing (Dissertation, 2023)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21325
Dorschky E., Camomilla V., Davis J., Federolf P., Reenalda J., Koelewijn A.:
Perspective on “in the wild” movement analysis using machine learning
In: Human Movement Science 87 (2023), Article No.: 103042
ISSN: 0167-9457
DOI: 10.1016/j.humov.2022.103042
Dumbach P., Schwinn L., Löhr T., Do PL., Eskofier B.:
Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach
In: Evolutionary Intelligence (2023)
ISSN: 1864-5909
DOI: 10.1007/s12065-023-00878-4
URL: https://link.springer.com/article/10.1007/s12065-023-00878-4
Dumbach P., Schwinn L., Löhr T., Elsberger T., Eskofier B.:
Artificial intelligence trend analysis in German business and politics: a web mining approach
In: International Journal of Data Science and Analytics (2023), p. 1-22
ISSN: 2364-415X
DOI: 10.1007/s41060-023-00483-9
URL: https://link.springer.com/article/10.1007/s41060-023-00483-9
Dörrich M., Fan M., Kist A.:
Impact of Mixed Precision Techniques on Training and Inference Efficiency of Deep Neural Networks
In: IEEE Access 11 (2023), p. 57627-57634
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2023.3284388
Dörrich M., Hecht M., Fietkau R., Hartmann A., Iro H., Gostian AO., Eckstein M., Kist A.:
Explainable convolutional neural networks for assessing head and neck cancer histopathology
In: Diagnostic Pathology 18 (2023), Article No.: 121
ISSN: 1746-1596
DOI: 10.1186/s13000-023-01407-8
Egle F., Di Domenico D., Marinelli A., Boccardo N., Canepa M., Laffranchi M., De Michieli L., Castellini C.:
Preliminary Assessment of Two Simultaneous and Proportional Myocontrol Methods for 3-DoFs Prostheses Using Incremental Learning
2023 International Conference on Rehabilitation Robotics (ICORR) (Singapur, 24. September 2023 - 28. September 2023)
DOI: 10.1109/ICORR58425.2023.10304813
Engel L., Khouri D., Lomakin K., Hofmann A., Kleinlein M., Ullmann I., Vossiek M., Gold G.:
3D Printed Hemispherically Radiating Antenna for Broadband Millimeter Wave Applications
In: IEEE Open Journal of Antennas and Propagation 4 (2023), p. 558-570
ISSN: 2637-6431
DOI: 10.1109/OJAP.2023.3279090
Eskofier B., Klucken J.:
Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine
DOI: 10.1146/annurev-bioeng-110220-030247
Faggi L., Betti A., Zanca D., Melacci S., Gori M.:
Local propagation of visual stimuli in focus of attention
In: Neurocomputing 560 (2023), Article No.: 126775
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2023.126775
Fischer N., Becher M., Holtge L., Mathis-Ullrich F.:
A Self-Assembling Extendable Tendon-Driven Continuum Robot With Variable Length
In: IEEE Robotics and Automation Letters 8 (2023), p. 8518-8524
ISSN: 2377-3766
DOI: 10.1109/LRA.2023.3325781
Fischer N., Knapp J., Mathis-Ullrich F.:
Shape-sensing by self-sensing of shape memory alloy instruments for minimal invasive surgery
In: At-Automatisierungstechnik 71 (2023), p. 554-561
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0058
Fischer N., Marzi C., Meisenbacher K., Kisilenko A., Davitashvili T., Wagner M., Mathis-Ullrich F.:
A sensorized modular training platform to reduce vascular damage in endovascular surgery
In: International Journal of Computer Assisted Radiology and Surgery (2023)
ISSN: 1861-6410
DOI: 10.1007/s11548-023-02935-w
Fischer N., Mathis-Ullrich F.:
Compact flexible actuator based on a shape memory alloy for shaping surgical instruments
In: At-Automatisierungstechnik 71 (2023), p. 547-553
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0049
Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
In: Workshopband 2023
DOI: 10.18420/muc2023-mci-ws14-117
Flaucher M., Zakreuskaya A., Nissen M., Mocker A., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
In: Oncologist (2023)
ISSN: 1083-7159
DOI: 10.1093/oncolo/oyad217
Fleischmann S., Shanbhag J., Miehling J., Wartzack S., Leyendecker S., Koelewijn A., Eskofier B.:
Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control
28th Congress of the European Society of Biomechanics (Maastricht, 9. July 2023 - 12. July 2023)
Fragoso-Garcia M., Wilm F., Bertram CA., Merz S., Schmidt A., Donovan T., Fuchs-Baumgartinger A., Bartel A., Marzahl C., Diehl L., Puget C., Maier A., Aubreville M., Breininger K., Klopfleisch R.:
Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images
In: Veterinary Pathology (2023)
ISSN: 0300-9858
DOI: 10.1177/03009858231189205
Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
Contributing Components of Metabolic Energy Models to Metabolic Cost Estimations in Gait
In: IEEE Transactions on Biomedical Engineering (2023), p. 1-9
ISSN: 0018-9294
DOI: 10.1109/TBME.2023.3331271
Ganz J., Lipnik K., Ammeling J., Richter B., Puget C., Parlak E., Diehl L., Klopfleisch R., Donovan TA., Kiupel M., Bertram CA., Breininger K., Aubreville M.:
Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_49
Gerlach L., Blumenthal DB.:
On the role of network topology in German-Jewish recommendation letter networks in the early twentieth century
In: Applied Network Science 8 (2023), Article No.: 24
ISSN: 2364-8228
DOI: 10.1007/s41109-023-00550-x
Gigli A., Gijsberts A., Nowak M., Vujaklija I., Castellini C.:
Progressive unsupervised control of myoelectric upper limbs
In: Journal of Neural Engineering (2023)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ad0754
Goodlich BI., Del Vecchio A., Horan SA., Kavanagh JJ.:
Blockade of 5-HT2 receptors suppresses motor unit firing and estimates of persistent inward currents during voluntary muscle contraction in humans
In: The Journal of Physiology (2023)
ISSN: 0022-3751
DOI: 10.1113/JP284164
Goodlich BI., Del Vecchio A., Kavanagh JJ.:
Motor unit tracking using blind source separation filters and waveform cross-correlations: reliability under physiological and pharmacological conditions
In: Journal of Applied Physiology 135 (2023), p. 362-374
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00271.2023
Groh R., Kist A.:
End-To-end Evolutionary Neural Architecture Search for Microcontroller Units
2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023 (Berlin, DEU, 23. July 2023 - 25. July 2023)
In: 2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023 2023
DOI: 10.1109/COINS57856.2023.10189194
Gruenerbel L., Heinrich F., Böhlhoff-Martin J., Röper L., Machens HG., Gruenerbel A., Schillinger M., Kist A., Wenninger F., Richter M., Steinbacher L.:
Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers
In: Bioengineering 10 (2023), Article No.: 1125
ISSN: 2306-5354
DOI: 10.3390/bioengineering10101125
Guilleminot P., Graef C., Butters E., Reichenbach T.:
Audiotactile Stimulation Can Improve Syllable Discrimination through Multisensory Integration in the Theta Frequency Band
In: Journal of Cognitive Neuroscience 35 (2023), p. 1760-1772
ISSN: 0898-929X
DOI: 10.1162/jocn_a_02045
Gärttner S., Frank F., Woller F., Meier A., Ray N.:
Estimating relative diffusion from 3D micro-CT images using CNNs
In: Artificial Intelligence in Geosciences 4 (2023), p. 199-208
ISSN: 2666-5441
DOI: 10.1016/j.aiig.2023.11.001
Habs M., Dingermann T., Bachmeier BE., Eskofier B., Friedrich B., Prantl L., Emmer J., Langhorst J., Dreischulte T., Koller M.:
Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka
In: Zeitschrift für Allgemeinmedizin (2023)
ISSN: 1433-6251
DOI: 10.1007/s44266-023-00021-7
Hammernik K., Kustner T., Yaman B., Huang Z., Rueckert D., Knoll F., Akcakaya M.:
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging
In: IEEE Signal Processing Magazine 40 (2023), p. 98-114
ISSN: 1053-5888
DOI: 10.1109/MSP.2022.3215288
Hartebrodt A., Röttger R.:
Privacy of Federated QR Decomposition Using Additive Secure Multiparty Computation
In: IEEE Transactions on Information Forensics and Security 18 (2023), p. 5122-5132
ISSN: 1556-6013
DOI: 10.1109/TIFS.2023.3301710
Hinterreiter A., Humer C., Kainz B., Streit M.:
ParaDime: A Framework for Parametric Dimensionality Reduction
In: Computer Graphics Forum 42 (2023), p. 337-348
ISSN: 0167-7055
DOI: 10.1111/cgf.14834
Hoffmann M., Trummer N., Schwartz L., Jankowski J., Lee HK., Willruth LL., Lazareva O., Yuan K., Baumgarten N., Schmidt F., Baumbach J., Schulz MH., Blumenthal DB., Hennighausen L., List M.:
TF-Prioritizer: a Java pipeline to prioritize condition-specific transcription factors
In: GigaScience 12 (2023), Article No.: giad026
ISSN: 2047-217X
DOI: 10.1093/gigascience/giad026
Härtl T., Owsienko D., Schwinn L., Hirsch C., Eskofier B., Lang R., Wirtz S., Loos H.:
Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study
In: Frontiers in Ecology and Evolution 11 (2023), Article No.: 1107463
ISSN: 2296-701X
DOI: 10.3389/fevo.2023.1107463
Ibrahim A., Adler W., Gaßner H., Rothhammer V., Kluge F., Eskofier B.:
Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis
In: International Journal of Medical Informatics 177 (2023), Article No.: 105145
ISSN: 1386-5056
DOI: 10.1016/j.ijmedinf.2023.105145
Jehn C., Müller J., Kainz B.:
Learnable Slice-to-volume Reconstruction for Motion Compensation in Fetal Magnetic Resonance Imaging
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_10
Kainz B.:
Keynote: Beyond Supervised Learning Exploring Novel Machine Learning Approaches for Robust Medical Image Analysis
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_1
Kainz B., Noble JA., Schnabel J., Khanal B., Müller J., Day T.:
Simplifying Medical Ultrasound
Cham: Springer, 2023
(Lecture Notes in Computer Science, Vol.14337)
ISBN: 9783031445200
DOI: 10.1007/978-3-031-44521-7
Karargyris A., Ahmed S., de Belen RA., Banerjee B., Ibrayev T., Kashyap S., Krupinski E., Kuang C., Madu P., Madu AB., Makowski S., Mathew AM., Rolff T., Shi B., Wu J., Zanca D.:
Discussion and recommendations from the 2023 ”Gaze Meets ML” workshop breakout session
2nd Gaze Meets Machine Learning Workshop 2023 (New Orleans, LA, 16. December 2023)
In: Amarachi Madu Blessing, Joy Wu, Danca Zario, Elizabeth A. Krupinski, Satyananda Kashyap, Alexandros Karargyris (ed.): Proceedings of The 2nd Gaze Meets ML workshop 2023
URL: https://proceedings.mlr.press/v226/karargyris24a.html
Karstensen L., Ritter J., Hatzl J., Ernst F., Langejürgen J., Uhl C., Mathis-Ullrich F.:
Recurrent neural networks for generalization towards the vessel geometry in autonomous endovascular guidewire navigation in the aortic arch
In: International Journal of Computer Assisted Radiology and Surgery (2023)
ISSN: 1861-6410
DOI: 10.1007/s11548-023-02938-7
Keinert M., Böhme S., Eskofier B., Schuller BW., Berking M.:
Breathe your stress away. Preliminary results of a randomized controlled study investigating a breath-based approach-avoidance modification training in individuals with elevated stress
2. Deutscher Psychotherapie Kongress (Berlin)
Keinert M., Eskofier B., Schuller BW., Böhme S., Berking M.:
Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study
In: Pilot and Feasibility Studies 9 (2023), Article No.: 155
ISSN: 2055-5784
DOI: 10.1186/s40814-023-01386-z
Kern V., Kleinbeck C., Yu K., Martin-Gomez A., Winkler A., Navab N., Roth D.:
Magnifying Augmented Mirrors for Accurate Alignment Tasks
2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023 (Shanghai, CHN, 25. March 2023 - 29. March 2023)
In: Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023 2023
DOI: 10.1109/VRW58643.2023.00185
Ketteler A., Blumenthal DB.:
Demographic confounders distort inference of gene regulatory and gene co-expression networks in cancer
In: Briefings in Bioinformatics 24 (2023), Article No.: bbad413
ISSN: 1467-5463
DOI: 10.1093/bib/bbad413
Kim J., Benkert T., Riemenschneider B., Nickel MD., Knoll F.:
Analysis of Deep Learning-based Reconstruction Models for Highly Accelerated MR Cholangiopancreatography: to Fine-tune or not to Fine-tune
2023 ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, ON, 3. June 2023 - 8. June 2023)
In: Analysis of Deep Learning-baed Reconstruction Models for Highly Accelerated MR Cholangiopancreatography: to Fine-tune or not to Fine-tune 2023
Kim J., Nickel MD., Knoll F.:
Overview of Magnetic Resonance Imaging Reconstruction Methods Using Various Constraints to Solve the Ill-posed Problems
Europe-Korea Conference on Science and Technology (Munich, 14. August 2023 - 18. August 2023)
In: Overview of Magnetic Resonance Imaging Reconstruction Methods Using Various Constraints to Solve the Ill-posed Problems 2023
Kist A.:
Artificial Intelligence in Laryngeal Endoscopy Künstliche Intelligenz in der laryngealen Endoskopie
In: Sprache, Stimme, Gehör 47 (2023), p. 134-138
ISSN: 0342-0477
DOI: 10.1055/a-2089-5741
Klede K., Altstidl TR., Zanca D., Eskofier B.:
p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, 10. December 2023 - 16. December 2023)
In: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine (ed.): Advances in Neural Information Processing Systems 36 2023
Open Access: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
Klede K., Schwinn L., Zanca D., Eskofier B.:
FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
AAAI 2023 (Washington, D.C., 7. February 2023 - 14. February 2023)
In: Proceedings of the AAAI Conference on Artificial Intelligence, 37(7) 2023
DOI: 10.1609/aaai.v37i7.26003
URL: https://ojs.aaai.org/index.php/AAAI/article/view/26003
Kleinbeck C., Schieber H., Kreimeier J., Martin-Gomez A., Unberath M., Roth D.:
Injured Avatars: The Impact of Embodied Anatomies and Virtual Injuries on Well-being and Performance
In: IEEE Transactions on Visualization and Computer Graphics (2023), p. 1-11
ISSN: 1077-2626
DOI: 10.1109/TVCG.2023.3320224
Kleinbeck C., Smietana M., Lewis N., Teufel T., Kreimeier J., Heinzl C., Steiner J., Anthes C., Roth D.:
Adaptive Volumetric Anatomy Visualization in VR with Tangible Control
2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023 (Sydney, NSW, 16. October 2023 - 20. October 2023)
In: Gerd Bruder, Anne-Helene Olivier, Andrew Cunningham, Evan Yifan Peng, Jens Grubert, Ian Williams (ed.): Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023 2023
DOI: 10.1109/ISMAR-Adjunct60411.2023.00131
Koch V., Jakob V., Küderle A., Ollenschläger M., Kotter K., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gaßner H.:
Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias
In: Gait & Posture 100 (2023), p. 79-80
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2022.11.071
Koelewijn A., Nitschke M., Leyendecker S.:
“In the Wild" Movement Analysis of Arbitrary Motions
18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE) (Paris, France, 3. May 2023 - 5. May 2023)
Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
Kreimeier J., Theelke L., Denzler J., Enders F., Kumar S., Roth D.:
Towards Eco-Embodiment: Virtual Reality for Building Climate Change Awareness within Education for Sustainable Development
2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023 (Sydney, NSW, 16. October 2023 - 20. October 2023)
In: Gerd Bruder, Anne-Helene Olivier, Andrew Cunningham, Evan Yifan Peng, Jens Grubert, Ian Williams (ed.): 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2023
DOI: 10.1109/ISMAR-Adjunct60411.2023.00130
Kruse E., Döllinger M., Schützenberger A., Kist A.:
GlottisNetV2: Temporal Glottal Midline Detection using Deep Convolutional Neural Networks
In: IEEE Journal of Translational Engineering in Health and Medicine (2023), p. 1-1
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2023.3237859
Kulyabin M., Zhdanov A., Dolganov A., Maier A.:
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals
In: Sensors (2023)
ISSN: 1424-8220
DOI: 10.3390/s23135813
Köferl F., Jami J., Li J., Zanca D., Eskofier B., Zürl M.:
Tracking the visitor: An optical indoor system for visitor research in museums
In: Sonja Thiel, Johannes C. Bernhardt (ed.): AI in Museums: Reflections, Perspectives and Applications, Transcript-Verlag, 2023, p. 287 - 294 (Edition Museum, Vol.74)
ISBN: 9783839467107
DOI: 10.14361/9783839467107
Küderle A., Richer R., Simpetru R., Eskofier B.:
tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
In: Journal of Open Source Software 8 (2023), p. 4953
ISSN: 2475-9066
DOI: 10.21105/joss.04953
URL: https://joss.theoj.org/papers/10.21105/joss.04953
Laidig D., Seel T.:
VQF: Highly accurate IMU orientation estimation with bias estimation and magnetic disturbance rejection
In: Information Fusion 91 (2023), p. 187-204
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2022.10.014
Larsen D., Ikuma T., Neubig L., Kist A., Leonard R., McWhorter AJ., Kunduk M.:
Pixel-Based Swallow Measurements: Correcting Nonsquare Pixels
In: Journal of Speech Language and Hearing Research 66 (2023), p. 565-572
ISSN: 1092-4388
DOI: 10.1044/2022_JSLHR-22-00306
Lecce E., Nuccio S., Del Vecchio A., Conti A., Nicolo A., Sacchetti M., Felici F., Bazzucchi I.:
The acute effects of whole-body vibration on motor unit recruitment and discharge properties
In: Frontiers in Physiology 14 (2023), Article No.: 1124242
ISSN: 1664-042X
DOI: 10.3389/fphys.2023.1124242
Lecce E., Nuccio S., Del Vecchio A., Conti A., Nicolò A., Sacchetti M., Felici F., Bazzucchi I.:
Sensorimotor integration is affected by acute whole-body vibration: a coherence study
In: Frontiers in Physiology 14 (2023), Article No.: 1266085
ISSN: 1664-042X
DOI: 10.3389/fphys.2023.1266085
Lehmann D., Drebinger P., Seel T., Raisch J.:
Data-Driven Dynamic Input Transfer for Learning Control in Multi-Agent Systems with Heterogeneous Unknown Dynamics
62nd IEEE Conference on Decision and Control, CDC 2023 (Singapore, 13. December 2023 - 15. December 2023)
In: Proceedings of the IEEE Conference on Decision and Control 2023
DOI: 10.1109/CDC49753.2023.10383433
Lennartz R., Khassetarash A., Spyrou E., Hallihan A., Eskofier B., Nigg B.:
The Influence of Protective Equipment on Performance in Ice Hockey
XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, 30. July 2023 - 3. August 2023)
In: ISB Program & Abstract Book 2023
URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
Li L., Ma Q., Ouyang C., Li Z., Meng Q., Zhang W., Qiao M., Kyriakopoulou V., Hajnal JV., Rueckert D., Kainz B.:
Robust Segmentation via Topology Violation Detection and Feature Synthesis
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43901-8_7
Liu C., Denzinger F., Folle L., Qiu J., Klein L., Maier J., Kachelrieb M., Lell M., Maier A.:
Whole-Body Multi-Organ Segmentation Using Anatomical Attention
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, 18. April 2023 - 21. April 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230529
Loris E., Ollenschläger M., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia
In: Annals of Clinical and Translational Neurology 10 (2023)
ISSN: 2328-9503
DOI: 10.1002/acn3.51725
Löffler C., Fallah K., Fenu S., Zanca D., Eskofier B., Rozell CJ., Mutschler C.:
Active Learning of Ordinal Embeddings: A User Study on Football Data
In: Transactions on Machine Learning Research (2023), p. 1-26
ISSN: 2835-8856
Open Access: https://openreview.net/pdf?id=oq3tx5kinu
URL: https://openreview.net/forum?id=oq3tx5kinu
Ma Q., Li L., Kyriakopoulou V., Hajnal JV., Robinson EC., Kainz B., Rueckert D.:
Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43901-8_30
Maier T., Kamm L., Heckmann A., Eskofier B.:
Homogeneous Soil Moisture Sensor with High Repeatability for Different Soil Depths
Sensor and Measurement Science International 2023 (Nuremberg, Germany, 8. May 2023 - 11. May 2023)
DOI: 10.5162/smsi2023/p32
Marzi C., Buck F., Mathis-Ullrich F.:
Continuum robot actuation by a single motor per antagonistic tendon pair: workspace and repeatability analysis
In: At-Automatisierungstechnik 71 (2023), p. 528-536
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0066
Mayer K., Del Vecchio A., Eskofier B., Farina D.:
Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion
In: Biomedical Signal Processing and Control 86 (2023), Article No.: 105178
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2023.105178
Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
In: Scientific Reports 13 (2023), Article No.: 16307
ISSN: 2045-2322
DOI: 10.1038/s41598-023-43373-7
Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
In: Scientific Reports 13 (2023), p. 13167-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-40263-w
Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 78
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01198-5
Mohammadi Y., Graversen C., Østergaard J., Andersen OK., Reichenbach T.:
Phase-locking of Neural Activity to the Envelope of Speech in the Delta Frequency Band Reflects Differences between Word Lists and Sentences
In: Journal of Cognitive Neuroscience 35 (2023), p. 1301-1311
ISSN: 0898-929X
DOI: 10.1162/jocn_a_02016
Moradi H., Hannink J., Stallforth S., Gladow T., Ringbauer S., Mayr M., Winkler J., Klucken J., Eskofier B.:
Monitoring medication optimization in patients with Parkinson’s disease
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Sydney, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/embc40787.2023.10340618
Braun R, Lensch PA, Ludwig N:
Glacier Movement Prediction with Attention-based Recurrent Neural Networks and Satellite Data
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems (New Orleans, 10. December 2023 - 16. December 2023)
Müller J., Baugh M., Tan J., Dombrowski MN., Kainz B.:
Confidence-Aware and Self-supervised Image Anomaly Localisation
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Vancouver, 12. October 2023 - 12. October 2023)
In: Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells (ed.): Uncertainty for Safe Utilization of Machine Learning in Medical Imaging 2023
DOI: 10.1007/978-3-031-44336-7_18
Münch M., Röder M., Heilig S., Raab C., Schleif FM.:
Static and adaptive subspace information fusion for indefinite heterogeneous proximity data
In: Neurocomputing 555 (2023), Article No.: 126635
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2023.126635
Neubig L., Kist A.:
Dataset Pruning using Evolutionary Optimization
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_30
Neubig L., Kist A.:
Evolutionary Normalization Optimization Boosts Semantic Segmentation Network Performance
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43901-8_67
Nissen M., Barrios Campo N., Flaucher M., Jäger K., Titzmann A., Blunck D., Fasching P., Engelhardt V., Eskofier B., Leutheuser H.:
Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
In: npj Digital Medicine 6 (2023), Article No.: 189
ISSN: 2398-6352
DOI: 10.1038/s41746-023-00935-3
Nissen M., Flaucher M., Jäger K., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Eskofier B., Leutheuser H.:
WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340204
Nissen M., Perez CA., Jäger K., Bleher H., Flaucher M., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
ISSN: 2561-6722
DOI: 10.2196/50765
Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data
In: PeerJ (2023)
ISSN: 2167-8359
DOI: 10.7717/peerj.14852
URL: https://peerj.com/articles/14852/
Nitschke M., Nwosu OB., Grube L., Knitza J., Seifer AK., Eskofier B., Schett G., Morf H.:
Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
In: JMIR Formative Research 7 (2023), Article No.: e47426
ISSN: 2561-326X
DOI: 10.2196/47426
Nowak M., Bongers RM., van der Sluis CK., Albu-Schäffer A., Castellini C.:
Simultaneous assessment and training of an upper-limb amputee using incremental machine-learning-based myocontrol: a single-case experimental design
In: Journal of neuroEngineering and rehabilitation 20 (2023), p. 39-
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01171-2
Oesten M., Richer R., Abel L., Rohleder N., Eskofier B.:
VoStress – Voice-based Detection of Acute Psychosocial Stress
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313458
URL: https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf
Ollenschläger M., Höfner P., Ullrich M., Kluge F., Greinwalder T., Loris E., Regensburger M., Eskofier B., Winkler J., Gaßner H.:
Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
In: Orphanet Journal of Rare Diseases 18 (2023), Article No.: 249
ISSN: 1750-1172
DOI: 10.1186/s13023-023-02854-8
Oppelt MP., Foltyn A., Deuschel J., Lang NR., Holzer N., Eskofier B., Yang SH.:
ADABase: A Multimodal Dataset for Cognitive Load Estimation
In: Sensors 23 (2023)
ISSN: 1424-8220
DOI: 10.3390/s23010340
Oppenheimer J., Mandegaran R., Staabs F., Adler A., Singöhl S., Kainz B., Heinrich M., Geroulakos G., Spiliopoulos S., Avgerinos E.:
Remote Expert DVT Triaging of Novice-User Compression Sonography with AI-Guidance
In: Annals of Vascular Surgery (2023)
ISSN: 0890-5096
DOI: 10.1016/j.avsg.2023.08.022
Ott J., Stahlke M., Kram S., Feigl T., Mutschler C.:
Multipath Delay Estimation in Complex Environments using Transformer
13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25. September 2023 - 28. September 2023)
In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
DOI: 10.1109/IPIN57070.2023.10332470
Palmerini L., Reggi L., Bonci T., Del Din S., Micó-Amigo ME., Salis F., Bertuletti S., Caruso M., Cereatti A., Gazit E., Paraschiv-Ionescu A., Soltani A., Kluge F., Küderle A., Ullrich M., Kirk C., Hiden H., D’Ascanio I., Hansen C., Rochester L., Mazzà C., Chiari L.:
Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization
In: Scientific Data 10 (2023), Article No.: 38
ISSN: 2052-4463
DOI: 10.1038/s41597-023-01930-9
Pan Z., Breininger K., Aubreville M., Stelzle F., Maier A., Oetter N., Mantsopoulos K., Iro H., Goncalves M., Sievert M.:
Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging
In: American Journal of Otolaryngology 44 (2023), Article No.: 103779
ISSN: 0196-0709
DOI: 10.1016/j.amjoto.2022.103779
Pfenning S., Simpetru R., Pollak N., Del Vecchio A., Fey D.:
EVALUATION OF GPU-CENTRIC EMBEDDED ARCHITECTURES IN THE FIELD OF NEUROMUSCULAR EMG-BASED AI
20th International Conference Applied Computing, AC 2023 and the 22nd International Conference WWW/Internet, ICWI 2023 (Funchal, Madeira Island, PRT, 21. October 2023 - 23. October 2023)
In: International Conferences on Applied Computing 2023, AC 2023 and WWW/Internet 2023, ICWI 2023 2023
Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto JG., Maier A.:
Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_57
Pontones C., Titzmann A., Hübner H., Danzberger N., Rübner M., Häberle L., Eskofier B., Nissen M., Kehl S., Faschingbauer F., Beckmann M., Fasching P., Schneider M.:
Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
ISSN: 2077-0383
DOI: 10.3390/jcm12134224
Qassim H., Zhao Y., Ströbel A., Regensburger M., Buchfelder M., Souza de Oliveira D., Del Vecchio A., Kinfe TM.:
Deep Brain Stimulation for Chronic Facial Pain: An Individual Participant Data (IPD) Meta-Analysis
In: Brain Sciences 13 (2023), Article No.: 492
ISSN: 2076-3425
DOI: 10.3390/brainsci13030492
Qiu J., Wilm F., Öttl M., Schlereth M., Liu C., Heimann T., Aubreville M., Breininger K.:
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation
In: The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023) 2023
DOI: 10.48550/arXiv.2307.07168
Querfurth Av., Kordon F., Denzinger F., Breininger K., Kunze H.:
Lung, Nodule and Airway Segmentation Using Partially Annotated Data
Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, 19. February 2023 - 23. February 2023)
In: Cristian A. Linte, Jeffrey H. Siewerdsen (ed.): Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling, Bellingham, WA: 2023
DOI: 10.1117/12.2653419
Raab R., Küderle A., Zakreuskaya A., Stern AD., Klucken J., Kaissis G., Rueckert D., Boll S., Eils R., Wagener H., Eskofier B.:
Federated electronic health records for the European Health Data Space
In: The Lancet Digital Health 5 (2023), p. e840-e847
ISSN: 2589-7500
DOI: 10.1016/S2589-7500(23)00156-5
URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext
Radiah R., Roth D., Alt F., Abdelrahman Y.:
The Influence of Avatar Personalization on Emotions in VR
In: Multimodal Technologies and Interaction 7 (2023)
ISSN: 2414-4088
DOI: 10.3390/mti7040038
Rauter G., Mathis-Ullrich F.:
Special issue: Minimal-invasive robotics
In: At-Automatisierungstechnik 71 (2023), p. 503-504
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0098
Reichenbach T.:
Hearing Damage Through Blast
Springer International Publishing, 2023
ISBN: 9783031103551
DOI: 10.1007/978-3-031-10355-1_20
Ren Z., Schuller BW., Eskofier B., Nguyen TT., Nejdl W.:
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 5213-5215
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3322052
Reynaud H., Qiao M., Dombrowski MN., Day T., Razavi R., Gomez A., Leeson P., Kainz B.:
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43999-5_14
Richer R., Abel L., Küderle A., Eskofier B., Rohleder N.:
CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
In: Psychoneuroendocrinology 151 (2023), p. 106073
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106073
URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
Richer R., Geßler T., Herzer L., Abel L., Küderle A., Rohleder N., Eskofier B.:
openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, 9. October 2023 - 11. October 2023)
Ringgold V., Kaiser P., Eskofier B., Rohleder N.:
The Impact of a Deceptive Virtual Agent on Stress Markers in the Virtual Reality Stroop Room
Ringgold V., Mehringer W., Eskofier B., Rohleder N.:
Stroop, Stress, and VR: Developing the Virtual Reality Stroop Room
Würtual Reality XR Meeting (Würzburg, 11. April 2023 - 13. April 2023)
Rivera Monroy LC., Rist L., Eberhardt M., Ostalecki C., Baur A., Vera J., Breininger K., Maier A.:
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples
IEEE International Symposium on Biomedical Imaging (Cartagena, 18. April 2023 - 21. April 2023)
In: IEEE (ed.): 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230519
Robertshaw H., Karstensen L., Jackson B., Sadati H., Rhode K., Ourselin S., Granados A., Booth TC.:
Artificial intelligence in the autonomous navigation of endovascular interventions: a systematic review
In: Frontiers in Human Neuroscience 17 (2023), Article No.: 1239374
ISSN: 1662-5161
DOI: 10.3389/fnhum.2023.1239374
Rodrigues VF., da Rosa Righi R., da Costa CA., Zeiser FA., Eskofier B., Maier A., Kim D.:
Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
In: Health and Technology (2023)
ISSN: 2190-7188
DOI: 10.1007/s12553-023-00753-3
Rohleder M., Pradel C., Wagner F., Thies M., Maul N., Denzinger F., Maier A., Kreher B.:
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43898-1_6
Romijnders R., Salis F., Hansen C., Küderle A., Paraschiv-Ionescu A., Cereatti A., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Chiari L., D'Ascanio I., Del Din S., Eskofier B., Fernstad SJ., Fröhlich MS., Garcia Aymerich J., Gazit E., Hausdorff JM., Hiden H., Hume E., Keogh A., Kirk C., Kluge F., Koch S., Mazzà C., Megaritis D., Micó-Amigo E., Müller A., Palmerini L., Rochester L., Schwickert L., Scott K., Sharrack B., Singleton D., Soltani A., Ullrich M., Vereijken B., Vogiatzis I., Yarnall A., Schmidt G., Maetzler W.:
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
In: Frontiers in Neurology 14 (2023), Article No.: 1247532
ISSN: 1664-2295
DOI: 10.3389/fneur.2023.1247532
Rupp L., Capito K., Gmelch LM., Böhme S., Richer R., Sadeghi M., Rahimi F., Abel L., Eskofier B., Berking M.:
Efficacy of a smartphone-based reappraisal training against depression and benefits of enhancing it with facial expression
Society for Psychotherapie Research 54th International Annual Meeting (Dublin)
Rupp L., Keinert M., Böhme S., Gmelch LM., Eskofier B., Schuller BW., Berking M.:
Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial
In: JMIR Formative Research 7 (2023), p. e50324
ISSN: 2561-326X
DOI: 10.2196/50324
Sadegh S., Skelton J., Anastasi E., Maier A., Adamowicz K., Möller A., Kriege NM., Kronberg J., Haller T., Kacprowski T., Wipat A., Baumbach J., Blumenthal DB.:
Lacking mechanistic disease definitions and corresponding association data hamper progress in network medicine and beyond
In: Nature Communications 14 (2023), Article No.: 1662
ISSN: 2041-1723
DOI: 10.1038/s41467-023-37349-4
Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023 (Pittsburgh, PA, USA, 15. October 2023 - 18. October 2023)
In: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313367
URL: https://ieeexplore.ieee.org/document/10313367
Salis F., Bertuletti S., Bonci T., Caruso M., Scott K., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Becker C., Brown P., Carsin AE., Caulfield B., Chiari L., D’Ascanio I., Del Din S., Eskofier B., Garcia-Aymerich J., Hausdorff JM., Hume EC., Kirk C., Kluge F., Koch S., Küderle A., Maetzler W., Micó-Amigo EM., Mueller A., Neatrour I., Paraschiv-Ionescu A., Palmerini L., Yarnall AJ., Rochester L., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Della Croce U., Mazzà C., Cereatti A.:
A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
In: Frontiers in Bioengineering and Biotechnology 11 (2023), Article No.: 1143248
ISSN: 2296-4185
DOI: 10.3389/fbioe.2023.1143248
Sarkar S., Lucchetta M., Maier A., Abdrabbou MMM., Baumbach J., List M., Schaefer MH., Blumenthal DB.:
Online bias-aware disease module mining with ROBUST-Web
In: Bioinformatics 35 (2023), Article No.: btad345
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btad345
Sarkar S., Min K., Ikram W., Tatton RW., Riaz IB., Silva AC., Bryce AH., Moore C., Ho TH., Sonpavde G., Abdul-Muhsin HM., Singh P., Wu T.:
Performing Automatic Identification and Staging of Urothelial Carcinoma in Bladder Cancer Patients Using a Hybrid Deep-Machine Learning Approach
In: Cancers 15 (2023), Article No.: 1673
ISSN: 2072-6694
DOI: 10.3390/cancers15061673
Schieber H., Schmid F., Hassan Mu., Zollmann S., Roth D.:
A Modular Approach for 3D Reconstruction with Point Cloud Overlay
2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023 (Sydney, NSW, 16. October 2023 - 20. October 2023)
In: Gerd Bruder, Anne-Helene Olivier, Andrew Cunningham, Evan Yifan Peng, Jens Grubert, Ian Williams (ed.): 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2023
DOI: 10.1109/ISMAR-Adjunct60411.2023.00129
Scholl C., Spiegler M., Ludwig K., Eskofier B., Tobola A., Zanca D.:
An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems
In: Sensors 23 (2023)
ISSN: 1424-8220
DOI: 10.3390/s23083798
Schwarz A., Werner R., Wimmert L., Vornehm M., Gauer T., Hofmann C.:
Dose reduction in sequence scanning 4D CT imaging through respiratory signal-guided tube current modulation: A feasibility study
In: Medical Physics 50 (2023), p. 7539-7547
ISSN: 0094-2405
DOI: 10.1002/mp.16785
Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
Exploring misclassifications of robust neural networks to enhance adversarial attacks
In: Applied Intelligence (2023)
ISSN: 0924-669X
DOI: 10.1007/s10489-023-04532-5
Schüller A., Schilling A., Krauß P., Rampp S., Reichenbach T.:
Attentional modulation of the cortical contribution to the frequency-following response evoked by continuous speech
In: The Journal of Neuroscience 43 (2023), p. 7429-7440
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.1247-23.2023
Schüßler C., Hoffmann M., Wirth V., Eskofier B., Weyrich T., Stamminger M., Vossiek M.:
Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator
2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US, 21. June 2023 - 26. June 2023)
In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023
DOI: 10.1109/RadarConf2351548.2023.10149641
Seifer AK., Dorschky E., Küderle A., Moradi H., Hannemann R., Eskofier B.:
EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
In: Sensors 23 (2023), Article No.: 6565
ISSN: 1424-8220
DOI: 10.3390/s23146565
URL: https://www.mdpi.com/1424-8220/23/14/6565
Seifer AK., Popp F., Richer R., Gaßner H., Eskofier B.:
Improving the Robustness of IMU-based Sit-To-Stand Detection during Simulated Real-World Activities for Different Sensor Positions
IEEE Biomedical and Health Informatics Conference (Pittsburgh, 15. October 2023 - 18. October 2023)
Shanbhag J., Fleischmann S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model
ISPGR World Congress 2023 (Brisbane, 9. July 2023 - 13. July 2023)
Shanbhag J., Wolf A., Wechsler I., Fleischmann S., Winkler J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
Methods for integrating postural control into biomechanical human simulations: a systematic review
In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 111
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01235-3
Shkëmbi G., Müller J., Li Z., Breininger K., Schüffler P., Kainz B.:
Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis
1st MICCAI Workshop on Data Engineering in Medical Imaging, DEMI 2023 (Vancouver, BC, 8. October 2023 - 8. October 2023)
In: Binod Bhattarai, Sharib Ali, Anita Rau, Anh Nguyen, Ana Namburete, Razvan Caramalau, Danail Stoyanov (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-44992-5_2
Sierotowicz M., Castellini C.:
Omnidirectional endpoint force control through functional electrical stimulation
In: Biomedical Physics and Engineering Express 9 (2023), Article No.: 065008
ISSN: 2057-1976
DOI: 10.1088/2057-1976/acf04b
Sierotowicz M., Castellini C.:
Robot-Inspired Human Impedance Control Through Functional Electrical Stimulation
2023 International Conference on Rehabilitation Robotics (ICORR) (Singapur, 24. September 2023 - 28. September 2023)
DOI: 10.1109/ICORR58425.2023.10304750
Sierotowicz M., Scheidl MA., Castellini C.:
Adaptive Filter for Biosignal-Driven Force Controls Preserves Predictive Powers of sEMG
2023 International Conference on Rehabilitation Robotics (ICORR) (Singapur, 24. September 2023 - 28. September 2023)
DOI: 10.1109/ICORR58425.2023.10304772
Simpetru R., März M., Del Vecchio A.:
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 31 (2023), p. 3118-3131
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2023.3295060
Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
Uncertainty-based Fingerprinting Model Selection for Radio Localization
13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25. September 2023 - 28. September 2023)
In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
DOI: 10.1109/IPIN57070.2023.10332531
Stahlke M., Yammine G., Feigl T., Eskofier B., Mutschler C.:
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
In: IEEE Transactions on Machine Learning in Communications and Networking 1 (2023), p. 1-15
ISSN: 2831-316X
DOI: 10.1109/TMLCN.2023.3256964
Streit H., Beitner L., Rupp L., Keinert M., Meixner M., Wichmann L., Hager M., Eskofier B., Schuller BW., Berking M.:
Multimodal, Valence-enhanced Approach-Avoidance Modification Training in Social Phobia and other Mental Disorders: Study protocol of Seven Randomized Controlled Trials
2. Deutscher Psychotherapie Kongress (Berlin)
Sun Y., Kist A.:
Compact Convolutional Transformers on Edge TPUs
Bildverarbeitung für die Medizin Workshop, BVM 2023
DOI: 10.1007/978-3-658-41657-7_32
Tayebi Arasteh S., Rios-Urrego CD., Nöth E., Maier A., Yang SH., Rusz J., Orozco-Arroyave JR.:
Federated learning for secure development of AI models for Parkinson’s disease detection using speech from different languages
Interspeech 2023 (Dublin, 21. August 2023 - 24. August 2023)
In: Proceedings of INTERSPEECH 2023, Dublin, Ireland: 2023
DOI: 10.21437/Interspeech.2023-2108
Tayebi Arasteh S., Weise T., Schuster M., Nöth E., Maier A., Yang SH.:
The effect of speech pathology on automatic speaker verification: a large-scale study
In: Scientific Reports 13 (2023), p. 20476
ISSN: 2045-2322
DOI: 10.1038/s41598-023-47711-7
URL: https://www.nature.com/articles/s41598-023-47711-7
Theelke L., Metzler FL., Kreimeier J., Hauer C., Binder J., Roth D.:
Investigating the Effects of Selective Information Presentation in Intensive Care Units Using Virtual Reality
22nd IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023 (Sydney, NSW, 16. October 2023 - 20. October 2023)
In: Gerd Bruder, Anne-Helene Olivier, Andrew Cunningham, Evan Yifan Peng, Jens Grubert, Ian Williams (ed.): 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2023
DOI: 10.1109/ISMAR59233.2023.00034
Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
Gradient-based geometry learning for fan-beam CT reconstruction
In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
ISSN: 0031-9155
DOI: 10.1088/1361-6560/acf90e
URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
Thornton M., Mandic D., Reichenbach T.:
Relating EEG Recordings to Speech Using Envelope Tracking and The Speech-FFR
48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. June 2023 - 10. June 2023)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
DOI: 10.1109/ICASSP49357.2023.10096082
Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 319-328
ISSN: 2168-2194
DOI: 10.1109/JBHI.2022.3215921
Utz J., Schlereth M., Qiu J., Thies M., Wagner F., Brahim OB., Gu M., Uderhardt S., Breininger K.:
McLabel: A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_20
Utz J., Weise T., Schlereth M., Wagner F., Thies M., Gu M., Uderhardt S., Breininger K.:
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN
2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 (Paris, 2. October 2023 - 6. October 2023)
In: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 2023
DOI: 10.1109/ICCVW60793.2023.00417
Varano E., Guilleminot P., Reichenbach T.:
AVbook, a high-frame-rate corpus of narrative audiovisual speech for investigating multimodal speech perception
In: Journal of the Acoustical Society of America 153 (2023), p. 3130-3137
ISSN: 0001-4966
DOI: 10.1121/10.0019460
Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313401
URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
Vornehm M., Spiske U., Fenski M., Wetzl J., Preuhs E., Maier A., Schulz-Menger J., Giese D.:
Fully Automatic Scar Segmentation on LGE Images with Reduced Contrast Agent Dose
SCMR 26th Annual Scientific Sessions (San Diego, CA, 25. January 2023 - 28. January 2023)
In: Proceedings of the SCMR 26th Annual Scientific Sessions 2023
Vornehm M., Wetzl J., Giese D., Knoll F.:
k-t Adaptive Regularization in Variational Networks for Cardiac Cine Reconstruction
ISMRM Workshop on Data Sampling & Image Reconstruction (Sedona, AZ, 8. January 2023 - 11. January 2023)
In: Proceedings of the ISMRM Workshop on Data Sampling & Image Reconstruction 2023
Vornehm M., Wetzl J., Giese D., Knoll F.:
Towards Low-Latency Deep Learning-Based Reconstruction of Real-Time Cine MRI
25. Jahrestagung der Deutschen Sektion der ISMRM (Berlin, 6. September 2023 - 7. September 2023)
Vornehm M., Wetzl J., Giese D., Pang J., Ahmad R., Knoll F.:
Deep Learning-Based Reconstruction of Accelerated Cardiac Cine MRI at 0.55T
2023 ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, ON, 3. June 2023 - 8. June 2023)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2023
Wagner F., Thies M., Pfaff L., Aust O., Pechmann S., Weidner D., Maul N., Rohleder M., Gu M., Utz J., Denzinger F., Maier A.:
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, 18. April 2023 - 21. April 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230511
Wagner F., Thies M., Pfaff L., Maul N., Pechmann S., Gu M., Utz J., Aust O., Weidner D., Neag G., Uderhardt S., Choi JH., Maier A.:
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising
28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, ARG, 18. June 2023 - 23. June 2023)
In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-34048-2_59
Wang C., Nitschke M., Stefanyshyn D., Wannop JW., Luckfiel T., Schlarb H., Koelewijn A.:
Prediction of the effect of stack height on running biomechanics using optimal control simulation
Footwear Biomechanics Symposium (FBS) 2023 (Osaka, Japan, 26. July 2023 - 28. July 2023)
In: Footwear Science 2023
DOI: 10.1080/19424280.2023.2199295
Wang DD., Katoch M., Jabari S., Blümcke I., Blumenthal DB., Lu DH., Coras R., Wang YJ., Shi J., Zhou WJ., Kobow K., Piao YS.:
The specific DNA methylation landscape in focal cortical dysplasia ILAE type 3D
In: Acta Neuropathologica Communications 11 (2023), Article No.: 129
ISSN: 2051-5960
DOI: 10.1186/s40478-023-01618-6
Wechsler I., Koelewijn A., Wartzack S., Miehling J.:
Towards individualized biomechanical models in multiple domains
28th Congress of the European Society of Biomechanics (Maastricht, 9. July 2023 - 12. July 2023)
Wechsler I., Wolf A., Fleischmann S., Waibel J., Molz C., Scherb D., Shanbhag J., Franz M., Wartzack S., Miehling J.:
Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
In: Sensors 23 (2023), p. 5423
ISSN: 1424-8220
DOI: 10.3390/s23125423
Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster M., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
TSD 2023: Text, Speech, and Dialogue (Pilsen, 4. September 2023 - 6. September 2023)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Text, Speech, and Dialogue, Cham: 2023
DOI: 10.1007/978-3-031-40498-6_13
Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster ME., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
Springer Science and Business Media Deutschland GmbH, 2023
ISBN: 9783031404979
DOI: 10.1007/978-3-031-40498-6_13
Weise T., Perez Toro PA., Deitermann A., Hoffmann B., Demir K., Straetz T., Nöth E., Maier A., Kallert T., Yang SH.:
Multi-Modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video
International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare) (Hawaii Convention Center, 1801 Kalākaua Ave, Honolulu, HI 96815, United States, 29. July 2023 - 29. July 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare), Cham: 2023
DOI: 10.1007/978-3-031-47679-2_3
Weissmann T., Huang Y., Fischer S., Roesch J., Mansoorian S., Gaona HA., Gostian AO., Hecht M., Lettmaier S., Deloch L., Frey B., Gaipl U., Distel L., Maier A., Iro H., Semrau S., Bert C., Fietkau R., Putz F.:
Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy
In: Frontiers in Oncology 13 (2023), p. 1--14
ISSN: 2234-943X
DOI: 10.3389/fonc.2023.1115258
URL: https://www.frontiersin.org/articles/10.3389/fonc.2023.1115258/full
Werner R., Schwarz A., Wimmert L., Buttgen L., Vornehm M., Gauer T., Hofmann C.:
Dose reduction for respiratory signal-guided step-and-shoot 4DCT by online dose modulation
ESTRO 2023 (Vienna, 12. May 2023 - 16. May 2023)
In: Radiotherapy and Oncology 2023
DOI: 10.1016/S0167-8140(23)08960-0
Wilm F., Fragoso M., Bertram CA., Stathonikos N., Ottl M., Qiu J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, 18. April 2023 - 21. April 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230458
Wilm F., Fragoso M., Bertram CA., Stathonikos N., Öttl M., Qiu J., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_46
Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, 2. July 2023 - 4. July 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_45
Wilm F., Ihling C., Méhes G., Terracciano L., Puget C., Klopfleisch R., Schüffler P., Aubreville M., Maier A., Mrowiec T., Breininger K.:
Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry
In: Journal of Pathology Informatics 14 (2023), Article No.: 100301
ISSN: 2229-5089
DOI: 10.1016/j.jpi.2023.100301
Wölfl AM., Schützenberger A., Breininger K., Kist A.:
Towards image-based laryngeal videostroboscopy using deep learning-enabled compressed sensing
In: Biomedical Signal Processing and Control 86, Part C (2023), Article No.: 105335
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2023.105335
Yang SH., Demir K., Weise T., Schmid A., May M., Maier A.:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images
International Conference Interspeech 2023 (Dublin, 21. August 2023 - 24. August 2023)
Yang SH., Weise T., Demir K.:
Impact of Including Pathological Speech in Pre-Training on Pathology Detection
Text, Speech, and Dialogue. Satellite event of Interspeech 22023 (Pilsen, 4. September 2023 - 6. July 2023)
Zach M., Knoll F., Pock T.:
Stable Deep MRI Reconstruction using Generative Priors
In: IEEE Transactions on Medical Imaging (2023), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2023.3311345
Zakreuskaya A.:
How Physicians and Patients Interact with Electronic Health Data: A Human-Computer Interaction Perspective
2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023 (Munich, DEU, 26. June 2023 - 30. June 2023)
In: Paul Lukowicz, Sven Mayer, Janin Koch, John Shawe-Taylor, Ilaria Tiddi (ed.): Frontiers in Artificial Intelligence and Applications 2023
DOI: 10.3233/FAIA230128
Zeineldin RA., Junger D., Mathis-Ullrich F., Burgert O.:
Development of an AI-driven system for neurosurgery with a usability study: a step towards minimal invasive robotics
In: At-Automatisierungstechnik 71 (2023), p. 537-546
ISSN: 0178-2312
DOI: 10.1515/auto-2023-0061
Zeineldin RA., Karar ME., Mathis-Ullrich F., Burgert O.:
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients
8th International MICCAI Brainlesion Workshop, BrainLes 2022 (Singapore, SGP, 18. September 2022 - 18. September 2022)
In: Spyridon Bakas, Ujjwal Baid, Bhakti Baheti, Alessandro Crimi, Sylwia Malec, Monika Pytlarz, Maximilian Zenk, Reuben Dorent (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-44153-0_3
Zhang W., Basaran B., Meng Q., Baugh M., Stelter J., Lung P., Patel U., Bai W., Karampinos D., Kainz B.:
MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023)
In: Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43999-5_12
Zhdanov A., Constable P., Manjur SM., Dolganov A., Posada-Quintero HF., Lizunov A.:
OculusGraphy: Signal Analysis of the Electroretinogram in a Rabbit Model of Endophthalmitis Using Discrete and Continuous Wavelet Transforms
In: Bioengineering 10 (2023), Article No.: 708
ISSN: 2306-5354
DOI: 10.3390/bioengineering10060708
Zhdanov AE., Dolganov AY., Zanca D., Borisov VI., Luchian E., Dorosinsky LG.:
Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods
In: Computer Optics 47 (2023), p. 272-277
ISSN: 0134-2452
DOI: 10.18287/2412-6179-CO-1124
Zimmer VA., Gomez A., Skelton E., Wright R., Wheeler G., Deng S., Ghavami N., Lloyd K., Matthew J., Kainz B., Rueckert D., Hajnal JV., Schnabel JA.:
Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view
In: Medical Image Analysis 83 (2023), Article No.: 102639
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102639
Zugarini A., Röthenbacher T., Klede K., Ernandes M., Eskofier B., Zanca D.:
Die Rätselrevolution: Automated German Crossword Solving
CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice, 30. November 2023 - 2. December 2023)
In: Federico Boschetti, Gianluca E. Lebani, Bernardo Magnini, Nicole Novielli (ed.): Proceedings of the 9th Italian Conference on Computational Linguistics 2023
Open Access: https://ceur-ws.org/Vol-3596/paper54.pdf
URL: https://ceur-ws.org/Vol-3596/paper54.pdf
Zürl M., Dirauf R., Köferl F., Steinlein N., Sueskind J., Zanca D., Brehm I., von Fersen L., Eskofier B.:
PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
In: Animals 13 (2023), p. 801
ISSN: 2076-2615
DOI: 10.3390/ani13050801
da Rosa Tavares JE., Ullrich M., Roth N., Kluge F., Eskofier B., Gaßner H., Klucken J., Gladow T., Marxreiter F., da Costa CA., da Rosa Righi R., Victória Barbosa JL.:
uTUG: An unsupervised Timed Up and Go test for Parkinson's disease
In: Biomedical Signal Processing and Control 81 (2023), Article No.: 104394
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2022.104394
Öttl M., Steenpaß J., Rübner M., Geppert CI., Qiu J., Wilm F., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, 18. April 2023 - 21. April 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230503
Škarabot J., Folland JP., Forsyth J., Vazoukis A., Holobar A., Del Vecchio A.:
Motor Unit Discharge Characteristics and Conduction Velocity of the Vastii Muscles in Long-Term Resistance-Trained Men
In: Medicine and science in sports and exercise 55 (2023), p. 824-836
ISSN: 0195-9131
DOI: 10.1249/MSS.0000000000003105

Adamowicz K., Maier A., Baumbach J., Blumenthal DB.:
Online in silico validation of disease and gene sets, clusterings or subnetworks with DIGEST
In: Briefings in Bioinformatics (2022)
ISSN: 1467-5463
DOI: 10.1093/bib/bbac247
URL: https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbac247/6618231?guestAccessKey=e1b9455f-ac28-4d46-af6d-c51b3b98cc8d
Al-Timemy AH., Castellini C., Escudero J., Khushaba R., Muceli S.:
Current Trends in Deep Learning for Movement Analysis and Prosthesis Control
In: Frontiers in Neuroscience 16 (2022), Article No.: 889202
ISSN: 1662-4548
DOI: 10.3389/fnins.2022.889202
URL: https://www.frontiersin.org/articles/10.3389/fnins.2022.889202
Albrecht BM., Flasskamp FT., Koster A., Eskofier B., Bammann K.:
Cross-sectional survey on researchers' experience in using accelerometers in health-related studies
In: BMJ Open Sport and Exercise Medicine 8 (2022)
ISSN: 2055-7647
DOI: 10.1136/bmjsem-2021-001286
Alix-Fages C., Del Vecchio A., Baz-Valle E., Santos-Concejero J., Balsalobre-Fernandez C.:
The role of the neural stimulus in regulating skeletal muscle hypertrophy
In: European Journal of Applied Physiology (2022)
ISSN: 1439-6319
DOI: 10.1007/s00421-022-04906-6
Antunes RS., Da Costa CA., Küderle A., Abdullahi Yari I., Eskofier B.:
Federated Learning for Healthcare: Systematic Review and Architecture Proposal
In: ACM Transactions on Intelligent Systems and Technology (2022)
ISSN: 2157-6904
DOI: 10.1145/3501813
URL: https://dl.acm.org/doi/10.1145/3501813
Arbogast N., Kordon F., Kunze H., Swartman B., El Barbari JS., Breininger K.:
Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses
Bildverarbeitung für die Medizin 2022 (Heidelberg, 26. June 2022 - 28. June 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_30
Bachhuber S., Weber D., Weygers I., Seel T.:
RNN-based Observability Analysis for Magnetometer-Free Sparse Inertial Motion Tracking
25th International Conference on Information Fusion, FUSION 2022 (Linkoping, 4. July 2022 - 7. July 2022)
In: 2022 25th International Conference on Information Fusion, FUSION 2022 2022
DOI: 10.23919/FUSION49751.2022.9841375
Bartl A., Merz C., Roth D., Latoschik ME.:
The Effects of Avatar and Environment Design on Embodiment, Presence, Activation, and Task Load in a Virtual Reality Exercise Application
21st IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Singapore, SINGAPORE)
In: 2022 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY (ISMAR 2022), NEW YORK: 2022
DOI: 10.1109/ISMAR55827.2022.00041
Baugh M., Tan J., Vlontzos A., Müller J., Kainz B.:
nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods
4th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2022, held in conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP, 18. September 2022 - 18. September 2022)
In: Carole H. Sudre, Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Adrian Dalca, William M. Wells III, Chen Qin, Ryutaro Tanno, Koen Van Leemput, Koen Van Leemput, William M. Wells III (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16749-2_10
Beckerle P., Castellini C., Lenggenhager B., Dosen S.:
Embodiment and Co-Adaptation through Human-Machine Interfaces: at the border of Robotics, Neuroscience and Psychology
In: Frontiers in Neurorobotics 16 (2022), Article No.: 871785
ISSN: 1662-5218
DOI: 10.3389/fnbot.2022.871785
URL: https://www.frontiersin.org/articles/10.3389/fnbot.2022.871785
Bernett J., Krupke D., Sadegh S., Baumbach J., Fekete SP., Kacprowski T., List M., Blumenthal DB.:
Robust disease module mining via enumeration of diverse prize-collecting Steiner trees
In: Bioinformatics 38 (2022), p. 1600-1606
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btab876
URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab876/6497106?guestAccessKey=27c2a19b-11b5-4c3c-88d5-f1131e3809a9
Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer Assistance: A New Gold Standard for the Mitotic Count?
In: Journal of Comparative Pathology 191 (2022)
ISSN: 0021-9975
DOI: 10.1016/j.jcpa.2021.11.017
Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
In: Veterinary Pathology 59 (2022), p. 211-226
ISSN: 0300-9858
DOI: 10.1177/03009858211067478
Bertram CA., Marzahl C., Bartel A., Stayt J., Bonsembiante F., Beeler-Marfisi J., Barton AK., Brocca G., Gelain ME., Glasel A., Du Preez K., Weiler K., Weissenbacher-Lang C., Breininger K., Aubreville M., Maier A., Klopfleisch R., Hill J.:
Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm
In: Veterinary Pathology (2022)
ISSN: 0300-9858
DOI: 10.1177/03009858221137582
Blumenthal DB., Bougleux S., Dignoes A., Gamper J.:
Enumerating dissimilar minimum cost perfect and error-correcting bipartite matchings for robust data matching
In: Information Sciences 596 (2022), p. 202-221
ISSN: 0020-0255
DOI: 10.1016/j.ins.2022.03.017
Bräcklein M., Barsakcioglu DY., Del Vecchio A., Ibáñez J., Farina D.:
Reading and Modulating Cortical β Bursts from Motor Unit Spiking Activity
In: The Journal of Neuroscience 42 (2022), p. 3611-3621
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.1885-21.2022
Cakici A., Aleman B., Grooby E.:
IEEE EMBS International Student Conferences - Insights From 2022 Editions
In: IEEE Pulse 13 (2022), p. 29-32
ISSN: 2154-2287
DOI: 10.1109/MPULS.2022.3227855
Cakici A., Oßwald M., Souza de Oliveira D., Braun D., Simpetru R., Kinfe TM., Eskofier B., Del Vecchio A.:
A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, 11. July 2022 - 15. July 2022)
DOI: 10.1109/EMBC48229.2022.9870914
Cakici AL., Oßwald M., Souza de Oliveira D., Braun D., Simpetru RC., Kinfe TM., Eskofier B., Del Vecchio A.:
A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR, 11. July 2022 - 15. July 2022)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022
DOI: 10.1109/EMBC48229.2022.9870914
Capito K., Gmelch LM., Rupp L., Sadeghi M., Eskofier B., Berking M.:
Efficacy of a smartphone-based reappraisal training against depressed mood and benefits of enhancing it with facial expression–a feasibility study
Deutscher Psychotherapiekongress (Berlin, 7. June 2022 - 11. June 2022)
Castellini C.:
Peripheral Nervous System Interfaces: Invasive or Non-invasive?
In: Frontiers in Neurorobotics 16 (2022)
ISSN: 1662-5218
DOI: 10.3389/fnbot.2022.846866
Ceron JD., Lopez DM., Eskofier B., Kluge F.:
Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22093364
Cibis T., Gradl S., McEwan A.:
Biomedical monitoring in underwater environments
Springer, 2022
ISBN: 9783030969219
DOI: 10.1007/978-3-030-96921-9_6
Del Vecchio A., Casolo A., Dideriksen JL., Aagaard P., Felici F., Falla D., Farina D.:
Lack of increased rate of force development after strength training is explained by specific neural, not muscular, motor unit adaptations
In: Journal of Applied Physiology 132 (2022), p. 84-94
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00218.2021
Del Vecchio A., Jones RH., Schofield IS., Kinfe TM., Ibáñez J., Farina D., Baker SN.:
Interfacing Motor Units in Nonhuman Primates Identifies a Principal Neural Component for Force Control Constrained by the Size Principle
In: The Journal of Neuroscience 42 (2022), p. 7386-7399
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.0649-22.2022
Delgado Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan M., Garcia-Aymerich J.:
What is walking? a systematic review and meta-ethnography
In: EUROPEAN RESPIRATORY JOURNAL, SHEFFIELD: 2022
DOI: 10.1183/13993003.congress-2022.377
Demir K., May M., Schmid A., Uder M., Breininger K., Weise T., Maier A., Yang SH.:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, 6. September 2022 - 9. September 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_38
Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
Medical Imaging with Deep Learning (Zürich, 6. July 2022 - 8. July 2022)
Open Access: https://openreview.net/pdf?id=vVPMifME8b
Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
International Conference on Medical Imaging with Deep Learning (Zürich, 6. July 2022 - 8. July 2022)
In: PMLR (ed.): PMLR 2022
URL: https://proceedings.mlr.press/v172/denzinger22a.html
Dib W., Ghanem K., Ababou A., Eskofier B.:
Human Activity Recognition based on the Fading characteristics of the On-body Channel
In: IEEE Sensors Journal (2022)
ISSN: 1530-437X
DOI: 10.1109/JSEN.2022.3159992
Dürr S., Schützenberger A., Kist A., Semmler M., Schraut T., Arias Vergara T., Döllinger M.:
High-speed video endoscopy to improve the diagnosis of voice disorders
DOI: 10.1055/s-0042-1746963
Ede S., Baghdadlian S., Weber L., Nguyen A., Zanca D., Samek W., Lapuschkin S.:
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2022, held in conjunction with the 17th International Conference on Availability, Reliability and Security, ARES 2022 (Vienna, 23. August 2022 - 26. August 2022)
In: Andreas Holzinger, Andreas Holzinger, Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl, Edgar Weippl (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-14463-9_1
Egle F., Kluge F., Schöne D., Becker L., Koelewijn A.:
Development of an Inertial Sensor-Based Exergame for Combined Cognitive and Physical Training
2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Ioannina, 27. September 2022 - 30. September 2022)
In: IEEE (ed.): 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2022
DOI: 10.1109/BSN56160.2022.9928474
Etard O., Messaoud RB., Gaugain G., Reichenbach T.:
No Evidence of Attentional Modulation of the Neural Response to the Temporal Fine Structure of Continuous Musical Pieces
In: Journal of Cognitive Neuroscience 34 (2022), p. 411-424
ISSN: 0898-929X
DOI: 10.1162/jocn_a_01811
Fidorra J., Nissen M., Abdullahi Yari I., Ostgathe C., Steigleder T., Eskofier B.:
Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care
12th World Research Congress of the European Association for Palliative Care (Online, 18. May 2022 - 20. May 2022)
DOI: 10.1177/02692163221093145
URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
Flaucher M., Nissen M., Jäger K., Titzmann A., Pontones C., Hübner H., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2022.3179147
Fleischmann S., Nitschke M., Marzilger R., Koelewijn A.:
Can we combine data sets? Feature extraction and clustering motion capture data
17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Maier A., Roemer F., Simon D., Schett G.:
CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING
EULAR Congress (Kopenhagen, 1. June 2022 - 4. June 2022)
In: Prof Josef Smolen (ed.): Supplement 1 2022
DOI: 10.1136/annrheumdis-2022-eular.966
URL: https://ard.bmj.com/content/81/Suppl_1/194.2
Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis
In: Rheumatology (2022)
ISSN: 1462-0324
DOI: 10.1093/rheumatology/keac197
Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging
ACR Convergence 2022 (Philadelphia, PA, 10. November 2022 - 14. November 2022)
In: Arthritis Rheumatol. 2022
Open Access: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
URL: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
Froehlich H., Bontridder N., Petrovska-Delacreta D., Glaab E., Kluge F., El Yacoubi M., Marin Valero M., Corvol JC., Eskofier B., Van Gyseghem JM., Lehericy S., Winkler J., Klucken J.:
Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
In: Frontiers in Neurology 13 (2022)
ISSN: 1664-2295
DOI: 10.3389/fneur.2022.788427
Fu WL., Husvogt L., Breininger K., Schaffert R., Abu-Qamar O., Fujimoto JG., Maier A.:
Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_26
Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait
9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
Gigli A., Gijsberts A., Castellini C.:
Unsupervised Myocontrol of a Virtual Hand Based on a Coadaptive Abstract Motor Mapping
2022 International Conference on Rehabilitation Robotics, ICORR 2022 (Rotterdam, 25. July 2022 - 29. July 2022)
In: IEEE International Conference on Rehabilitation Robotics 2022
DOI: 10.1109/ICORR55369.2022.9896414
Gmelch LM., Böhme S., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M.:
EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression
Deutscher Psychotherapiekongress (DPK) (Berlin, 7. June 2022 - 11. June 2022)
URL: https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf
Gmelch LM., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M., Böhme S.:
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression (Freiburg, 16. June 2022 - 18. June 2022)
Groh R., Dürr S., Schützenberger A., Semmler M., Kist A.:
Long-term performance assessment of fully automatic biomedical glottis segmentation at the point of care
In: PLoS ONE 17 (2022), p. e0266989-
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0266989
Groh R., Lei Z., Martignetti L., Li-Jessen NYK., Kist A.:
Efficient and Explainable Deep Neural Networks for Airway Symptom Detection in Support of Wearable Health Technology
In: Advanced Intelligent Systems (2022)
ISSN: 2640-4567
DOI: 10.1002/aisy.202100284
Grzech D., Azampour MF., Glocker B., Schnabel J., Navab N., Kainz B., Folgoc LL.:
A variational Bayesian method for similarity learning in non-rigid image registration
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 (New Orleans, LA, 19. June 2022 - 24. June 2022)
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022
DOI: 10.1109/CVPR52688.2022.00022
Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
A New Labeling Approach for Proportional Electromyographic Control
In: Sensors 22 (2022), Article No.: 1368
ISSN: 1424-8220
DOI: 10.3390/s22041368
Halt L., Meindl M., Bayer V., Kraus W., Seel T.:
Autonomous Cycle Time Reduction of Robotic Tasks Using Iterative Learning Control
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Kyoto, JAPAN)
In: 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), NEW YORK: 2022
DOI: 10.1109/IROS47612.2022.9981042
Hassani RH., Bannwart M., Bolliger M., Seel T., Brunner R., Rauter G.:
Real-time motion onset recognition for robot-assisted gait rehabilitation
In: Journal of neuroEngineering and rehabilitation 19 (2022), Article No.: 11
ISSN: 1743-0003
DOI: 10.1186/s12984-022-00984-x
Hassani RH., Willi R., Rauter G., Bolliger M., Seel T.:
Validation of Non-Restrictive Inertial Gait Analysis of Individuals with Incomplete Spinal Cord Injury in Clinical Settings
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22114237
Hecht D., Pfahler T., Ullmann I., Altstidl TR., Amer N., Jin Y., Eskofier B., Vossiek M.:
In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy
2022 52nd European Microwave Conference (Milan, 27. September 2022 - 29. September 2022)
In: Institute of Electrical and Electronics Engineers (IEEE) (ed.): 2022 52nd European Microwave Conference, Milan: 2022
DOI: 10.23919/EuMC54642.2022.9924376
Helfenstein C., Strupf M., Stefke A., Fraunberger B., Renner B., Suchantke I., Rothermel M., Meßlinger K., Decol R., Namer B.:
Cyclic changes of sensory parameters in migraine patients
In: Cephalalgia (2022)
ISSN: 0333-1024
DOI: 10.1177/03331024221097932
Hernandez A., Klumpp P., Das B., Maier A., Yang SH.:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
25th International Conference on Text, Speech and Dialogue (Brno, Czech Republic, 6. September 2022 - 9. September 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Text, Speech, and Dialogue 25th International Conference, TSD 2022, Brno, Czech Republic, September 6–9, 2022, Proceedings, Springer Nature Switzerland AG: 2022
DOI: 10.1007/978-3-031-16270-1_24
URL: https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24
Hernandez A., Perez Toro PA., Nöth E., Orozco Arroyave JR., Maier A., Yang SH.:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition
Interspeech (Seoul, 18. September 2022 - 22. September 2022)
In: Proceedings of Interspeech 2022 2022
DOI: 10.21437/Interspeech.2022-10674
URL: https://www.isca-speech.org/archive/interspeech_2022/hernandez22_interspeech.html
Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926775
URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
Hug F., Avrillon S., Sarcher A., Del Vecchio A., Farina D.:
Correlation networks of spinal motor neurons that innervate lower limb muscles during a multi-joint isometric task
In: The Journal of Physiology (2022)
ISSN: 0022-3751
DOI: 10.1113/JP283040
Ibanez J., Zicher B., Brown KE., Rocchi L., Casolo A., Del Vecchio A., Spampinato D., Vollette CA., Rothwell JC., Baker SN., Farina D.:
Standard intensities of transcranial alternating current stimulation over the motor cortex do not entrain corticospinal inputs to motor neurons
In: The Journal of Physiology (2022)
ISSN: 0022-3751
DOI: 10.1113/JP282983
Ibrahim A., Flachenecker F., Gaßner H., Rothammer V., Klucken J., Eskofier B., Kluge F.:
Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis
In: Multiple Sclerosis and Related Disorders 58 (2022), Article No.: 103519
ISSN: 2211-0348
DOI: 10.1016/j.msard.2022.103519
Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926804
Liu T., Meng Q., Huang J.J., Vlontzos A., Rueckert D., Kainz B.:
Video Summarization Through Reinforcement Learning with a 3D Spatiooral U-Net
In: IEEE Transactions on Image Processing 31 (2022), p. 1573-1586
ISSN: 1057-7149
DOI: 10.1109/TIP.2022.3143699
Keinert M., Böhme S., Schindler-Gmelch L., Streit H., Rupp L., Eskofier B., Berking M.:
Modifying dysfunctional beliefs with emotion-enhanced smartphone interventions: Pilot study of an emotion-based approach-avoidance modification training for individuals with elevated stress
52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
Keinert M., Böhme S., Schindler-Gmelch L., Streit H., Rupp L., Eskofier B., Schuller BW., Berking M.:
An anger-based approach-avoidance modification training targeting dysfunctional beliefs in individuals with elevated stress – Results from a randomized controlled pilot study
Kongress der Deutschen Gesellschaft für Verhaltensmedizin 2022 (Salzburg, 29. September 2022 - 1. October 2022)
Keinert M., Streit H., Böhme S., Rupp L., Schindler-Gmelch L., Capito K., Eskofier B., Schuller BW., Berking M.:
Eine emotionsbasierte Variante des Annäherungs-Vermeidungs-Modifikationstrainings als Maßnahme zur Reduktion erhöhten Stresserlebens: eine Pilotstudie
1. Deutscher Psychotherapiekongress (Berlin, 7. June 2022 - 11. June 2022)
Khnaisser C., Hamrouni H., Blumenthal DB., Dignoes A., Gamper J.:
Querying Temporal Anomalies in Healthcare Information Systems and Beyond
26th European Conference on Advances in Databases and Information Systems (ADBIS 2022) (Turin, 5. September 2022 - 8. September 2022)
In: Chiusano S, Cerquitelli T, Wrembel R (ed.): Advances in Databases and Information Systems (ADBIS 2022), Cham: 2022
DOI: 10.1007/978-3-031-15740-0_16
Kim J., Gadjimuradov F., Benkert T., Vahle T., Maier A.:
Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abodiminal Diffusion-Weighted Imaging
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, 7. May 2022 - 12. May 2022)
Kinfe TM., Del Vecchio A., Nüssel M., Zhao Y., Stadlbauer A., Buchfelder M.:
Deep brain stimulation and stereotactic-assisted brain graft injection targeting fronto-striatal circuits for Huntington's disease: an update
In: Expert review of neurotherapeutics (2022)
ISSN: 1473-7175
DOI: 10.1080/14737175.2022.2091988
Kist A., Breininger K., Dörrich M., Dürr S., Schützenberger A., Semmler M.:
A single latent channel is sufficient for biomedical glottis segmentation
In: Scientific Reports 12 (2022), p. 14292-
ISSN: 2045-2322
DOI: 10.1038/s41598-022-17764-1
Kleinbeck C., Schieber H., Andress S., Krautz C., Roth D.:
ARTFM: Augmented Reality Visualization of Tool Functionality Manuals in Operating Rooms
2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (Virtual, 12. March 2022 - 16. March 2022)
In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022
DOI: 10.1109/VRW55335.2022.00219
Knitza J., Janousek L., Kluge F., Von Der Decken CB., Kleinert S., Vorbrueggen W., Kleyer A., Simon D., Hueber A., Muehlensiepen F., Vuillerme N., Schett G., Eskofier B., Welcker M., Bartz-Bazzanella P.:
Machine learning-based improvement of an online rheumatology referral and triage system
In: Frontiers in Medicine 9 (2022), Article No.: 954056
ISSN: 2296-858X
DOI: 10.3389/fmed.2022.954056
Koelewijn A., Selinger JC.:
Predictive Gait Simulations of Human Energy Optimization
In: Juan C. Moreno, Jawad Masood, Urs Schneider, Christophe Maufroy, Jose L. Pons (ed.): Wearable Robotics: Challenges and Trends, Cham: Springer Science and Business Media Deutschland GmbH, 2022, p. 377-381 (Biosystems and Biorobotics, Vol.27)
ISBN: 978-3-030-69547-7
DOI: 10.1007/978-3-030-69547-7_61
Koelewijn A., Selinger JC.:
Predictive Simulations to Replicate Human Gait Adaptations and Energetics with Exoskeletons
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 30 (2022), p. 1931 - 1940
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2022.3189038
URL: https://ieeexplore.ieee.org/abstract/document/9817397
Koelewijn A., Selinger JC.:
Predictive Simulations to Replicate Human Gait Adaptations and Energetics With Exoskeletons
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 30 (2022), p. 1931-1940
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2022.3189038
Kok M., Eckhoff K., Weygers I., Seel T.:
Observability of the relative motion from inertial data in kinematic chains
In: Control Engineering Practice 125 (2022), Article No.: 105206
ISSN: 0967-0661
DOI: 10.1016/j.conengprac.2022.105206
Kram S., Kraus C., Stahlke M., Feigl T., Thielecke J., Mutschler C.:
Delay Estimation in Dense Multipath Environments using Time Series Segmentation
IEEE Wireless Communications and Networking Conference (WCNC) (Austin, Texas, 10. April 2022 - 13. April 2022)
In: Proc. Intl. Conf. IEEE Wireless Communications and Networking Conference (WCNC) 2022
DOI: 10.1109/WCNC51071.2022.9771875
Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
Krauß D., Richer R., Küderle A., Rohleder N., Eskofier B.:
Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, 10. September 2022 - 13. September 2022)
Kunze H., Kordon F., Maier A., Breininger K.:
Direct and indirect image rotation estimation methods of orthopedic x-ray images
SPIE Medical Imaging 2022 (San Diego, CA, 20. February 2022 - 28. March 2022)
In: Išgum I, Colliot O (ed.): Medical Imaging 2022: Image Processing 2022
DOI: 10.1117/12.2606045
Kunzmann S., Marzahl C., Denzinger F., Bertram C., Klopfleisch R., Breininger K., Christlein V., Maier A.:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_48
Kushioka J., Sun R., Zhang W., Muaremi A., Leutheuser H., Odonkor CA., Smuck M.:
Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors
In: Sensors 22 (2022), Article No.: 9301
ISSN: 1424-8220
DOI: 10.3390/s22239301
Küderle A., Roth N., Richer R., Eskofier B.:
imucal - A Python library to calibrate 6 DOF IMUs
In: Journal of Open Source Software 7 (2022), p. 4338
ISSN: 2475-9066
DOI: 10.21105/joss.04338
URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
Küderle A., Roth N., Zlatanovic J., Zrenner M., Eskofier B., Kluge F.:
The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
In: PLoS ONE 17 (2022)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0269567
Laidig D., Weygers I., Bachhuber S., Seel T.:
VQF: A Milestone in Accuracy and Versatility of 6D and 9D Inertial Orientation Estimation
25th International Conference on Information Fusion, FUSION 2022 (Linkoping, SWE, 4. July 2022 - 7. July 2022)
In: 2022 25th International Conference on Information Fusion, FUSION 2022 2022
DOI: 10.23919/FUSION49751.2022.9841356
Laidig D., Weygers I., Seel T.:
Self-Calibrating Magnetometer-Free Inertial Motion Tracking of 2-DoF Joints
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22249850
Lebbos C., Barcroft J., Tan J., Müller J., Baugh M., Vlontzos A., Saso S., Kainz B.:
Adnexal Mass Segmentation with Ultrasound Data Synthesis
3rd International Workshop of Advances in Simplifying Medical Ultrasound, ASMUS 2022, held in Conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP, 18. September 2022 - 18. September 2022)
In: Stephen Aylward, J. Alison Noble, Yipeng Hu, Su-Lin Lee, Zachary Baum, Zhe Min (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16902-1_11
Link J., Perst T., Stöve M., Eskofier B.:
Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
In: Sensors 22 (2022), p. 2560
ISSN: 1424-8220
DOI: 10.3390/s22072560
Link J., Schwinn L., Pulsmeyer F., Kautz T., Eskofier B.:
xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
In: Sensors 22 (2022), Article No.: 8474
ISSN: 1424-8220
DOI: 10.3390/s22218474
Liu T., Meng Q., Huang JJ., Vlontzos A., Rueckert D., Kainz B.:
Video Summarization Through Reinforcement Learning with a 3D Spatiooral U-Net
In: IEEE Transactions on Image Processing 31 (2022), p. 1573-1586
ISSN: 1057-7149
DOI: 10.1109/TIP.2022.3143699
Lu H., Yip J., Steigleder T., Grießhammer S., Heckel M., Jami J., Eskofier B., Ostgathe C., Kölpin A.:
A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings
2022 Computing in Cardiology (CinC) (Tampere, 4. September 2022 - 7. September 2022)
In: 2022 Computing in Cardiology (CinC), New York City: 2022
DOI: 10.22489/CinC.2022.165
Löffler C., Mutschler C.:
IALE: Imitating Active Learner Ensembles
In: Journal of Machine Learning Research 23 (2022), p. 1-29
ISSN: 1532-4435
URL: http://jmlr.org/papers/v23/21-0387.html
Löffler C., Reeb L., Dzibela D., Marzilger R., Witt N., Eskofier B., Mutschler C.:
Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
ISSN: 2157-6904
DOI: 10.1145/3465057
Maier A., Köstler H., Heisig M., Krauß P., Yang SH.:
Known operator learning and hybrid machine learning in medical imaging - A review of the past, the present, and the future
In: Progress in Biomedical Engineering 4 (2022), Article No.: 022002
ISSN: 2516-1091
DOI: 10.1088/2516-1091/ac5b13
Maier A., Yang SH., Maleki F., Muthukrishnan N., Forghani R.:
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning?: A Case Study Using Dual Energy CT Data
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_70
Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
ISSN: 0018-9294
DOI: 10.1109/TBME.2021.3123673
Martin-Gomez A., Weiss J., Keller A., Eck U., Roth D., Navab N.:
The Impact of Focus and Context Visualization Techniques on Depth Perception in Optical See-Through Head-Mounted Displays
In: IEEE Transactions on Visualization and Computer Graphics 28 (2022), p. 4156-4171
ISSN: 1077-2626
DOI: 10.1109/TVCG.2021.3079849
Marzahl C., Hill J., Stayt J., Bienzle D., Welker L., Wilm F., Voigt J., Aubreville M., Maier A., Klopfleisch R., Breininger K., Bertram CA.:
Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens
In: Scientific Data 9 (2022)
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01389-0
Mehringer W., Wirth M., Roth D., Michelson G., Eskofier B.:
Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement
In: IEEE Transactions on Visualization and Computer Graphics (2022)
ISSN: 1077-2626
DOI: 10.1109/TVCG.2022.3150486
Meier JJ., Hermsen K., Bauer J., Eskofier B.:
Digital Responsibility Goals - A Framework for a Human-Centered Sustainable Digital Economy with a Focus on Trusted Digital Solutions
16th Annual Health Informatics Meets Digital Health Conference, dHealth 2022 (Vienna, 24. May 2022 - 25. May 2022)
In: Günter Schreier, Bernhard Pfeifer, Martin Baumgartner, Dieter Hayn (ed.): Proceedings of the 16th Health Informatics Meets Digital Health Conference, Amsterdam / Berlin / Washington, DC: 2022
DOI: 10.3233/SHTI220377
Meindl M., Lehmann D., Seel T.:
Bridging Reinforcement Learning and Iterative Learning Control: Autonomous Motion Learning for Unknown, Nonlinear Dynamics
In: Frontiers in Robotics and AI 9 (2022), Article No.: 793512
ISSN: 2296-9144
DOI: 10.3389/frobt.2022.793512
Mittag C., Waldheim V., Krause A., Seel T.:
Using a single inertial sensor to control exergames for children with cerebral palsy
In: Current Directions in Biomedical Engineering 8 (2022), p. 431-434
ISSN: 2364-5504
DOI: 10.1515/cdbme-2022-1110
Moradi H., Roth N., Seifer AK., Eskofier B.:
Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy
4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina)
In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), NEW YORK: 2022
DOI: 10.1109/BHI56158.2022.9926873
Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926835
URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
DOI: 10.1109/bhi56158.2022.9926835
Neubig L., Groh R., Kunduk M., Larsen D., Leonard R., Kist A.:
Efficient Patient Orientation Detection in Videofluoroscopy Swallowing Studies
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_29
Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
In: JMIR Formative Research 6 (2022), p. e33635
ISSN: 2561-326X
DOI: 10.2196/33635
Nitschke M., Marzilger R., Koelewijn A.:
3D full-body optimal control simulations with change of direction directly driven by motion capture data
17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
URL: https://www.youtube.com/watch?v=3ZFwDhZqZPU
Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation
(2022)
DOI: 10.5281/zenodo.6949012
(anderer)
Nitschke M., Mayer M., Dorschky E., Koelewijn A.:
How many sensors are enough? Trajectory optimization using sparse inertial sensor sets
9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
URL: https://www.youtube.com/watch?v=TznVCgK4DF0
Nüssel M., Zhao Y., Knorr C., Regensburger M., Stadlbauer A., Buchfelder M., Del Vecchio A., Kinfe TM.:
Deep Brain Stimulation, Stereotactic Radiosurgery and High-Intensity Focused Ultrasound Targeting the Limbic Pain Matrix: A Comprehensive Review
In: Pain and Therapy (2022)
ISSN: 2193-8237
DOI: 10.1007/s40122-022-00381-1
Ollenschläger M., Küderle A., Mehringer W., Seifer AK., Winkler J., Gaßner H., Eskofier B., Kluge F.:
MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22155849
Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1)
In: European Geriatric Medicine (2022)
ISSN: 1878-7649
DOI: 10.1007/s41999-022-00646-0
Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards?
In: European Geriatric Medicine (2022)
ISSN: 1878-7649
DOI: 10.1007/s41999-022-00629-1
Ouyang C., Wang S., Chen C., Li Z., Bai W., Kainz B., Rueckert D.:
Improved Post-hoc Probability Calibration for Out-of-Domain MRI Segmentation
4th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2022, held in conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, 18. September 2022 - 18. September 2022)
In: Carole H. Sudre, Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Adrian Dalca, William M. Wells III, Chen Qin, Ryutaro Tanno, Koen Van Leemput, Koen Van Leemput, William M. Wells III (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16749-2_6
Panzirsch M., Sierotowicz M., Prakash R., Singh H., Ott C.:
Deflection-Domain Passivity Control of Variable Stiffnesses Based on Potential Energy Reference
In: IEEE Robotics and Automation Letters 7 (2022), p. 4440-4447
ISSN: 2377-3766
DOI: 10.1109/LRA.2022.3147566
Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto J., Maier A.:
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT
25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, SGP, 18. September 2022 - 22. September 2022)
In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16434-7_50
Poimann D., Eckhardt H., Cibis T., Wirth M.:
The extreme environments of elite sports
In: Tobias Cibis, Carolyn McGregor (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022
ISBN: 9783030969219
DOI: 10.1007/978-3-030-96921-9_13
Popp A., Taubmann O., Thamm F., Ditt H., Maier A., Breininger K.:
Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning
Bildverarbeitung in der Medizin 2022 (Heidelberg)
In: Bildverarbeitung in der Medizin 2022
DOI: 10.1007/978-3-658-36932-3_33
Qiu J., Oppelt M., Nissen M., Anneken L., Breininger K., Eskofier B.:
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
DOI: 10.1109/EMBC48229.2022.9871969
Radmanesh A., Muckley MJ., Murrell T., Lindsey E., Sriram A., Knoll F., Sodickson DK., Lui YW.:
Exploring the Acceleration Limits of Deep Learning Variational Network–based Two-dimensional Brain MRI
In: Radiology: Artificial Intelligence 4 (2022), Article No.: e210313
ISSN: 2638-6100
DOI: 10.1148/ryai.210313
Rauter G., Seel T., Rostalski P.:
Special issue: AUTOMED 2021: Automation in Medical Technology
In: At-Automatisierungstechnik 70 (2022), p. 933-934
ISSN: 0178-2312
DOI: 10.1515/auto-2022-0133
Regensburger M., Spatz I., Ollenschläger M., Martindale C., Lindeburg P., Kohl Z., Eskofier B., Klucken J., Schuele R., Klebe S., Winkler J., Gaßner H.:
Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study
In: Neurology 99 (2022), p. E1079-E1089
ISSN: 0028-3878
DOI: 10.1212/WNL.0000000000200819
Reynaud H., Vlontzos A., Dombrowski MN., Gilligan Lee C., Beqiri A., Leeson P., Kainz B.:
D’ARTAGNAN: Counterfactual Video Generation
25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, 18. September 2022 - 22. September 2022)
In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16452-1_57
Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Rohleder N., Eskofier B.:
Detection of Acute Psychosocial Stress from Body Movements using Machine Learning
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
Vagus activation by Cold Face Test reduces acute psychosocial stress responses
In: Scientific Reports 12 (2022), Article No.: 19270
ISSN: 2045-2322
DOI: 10.1038/s41598-022-23222-9
URL: https://www.nature.com/articles/s41598-022-23222-9
Rico Olarte C., Narváez-Muñoz N., López DM., Becker L., Tovar-Ruiz LÁ.:
Assessing HapHop-Physio: An Exer-Learning Game to Support Therapies for Children with Specific Learning Disorders
In: Applied Sciences (2022), p. 1 - 15
ISSN: 2076-3417
DOI: 10.3390/app12168281
URL: https://www.mdpi.com/2076-3417/12/16/8281
Ritzmann R., Del Vecchio A., Baudry S., Place N., Gollhofer A., Narici M., Centner C.:
Editorial: Neuromechanics in Movement and Disease With Physiological and Pathophysiological Implications: From Fundamental Experiments to Bio-Inspired Technologies
In: Frontiers in Physiology 13 (2022), Article No.: 895968
ISSN: 1664-042X
DOI: 10.3389/fphys.2022.895968
Robles M., Namdarian N., Otto J., Wassiljew E., Navab N., Falter-Wagner C., Roth D.:
A Virtual Reality Based System for the Screening and Classification of Autism
In: IEEE Transactions on Visualization and Computer Graphics (2022)
ISSN: 1077-2626
DOI: 10.1109/TVCG.2022.3150489
Rodrigo Marco V., Kalkkuhl JC., Raisch J., Seel T.:
Regularized adaptive Kalman filter for non-persistently excited systems
In: Automatica 138 (2022), Article No.: 110147
ISSN: 0005-1098
DOI: 10.1016/j.automatica.2021.110147
Rodrigues VF., Antunes RS., Seewald LA., Bazo R., dos Reis ES., dos Santos UJ., Righi RdR., da S. LG., da Costa CA., Bertollo FL., Maier A., Eskofier B., Horz T., Pfister M., Fahrig R.:
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
ISSN: 0167-739X
DOI: 10.1016/j.future.2022.05.006
Rodrigues VF., Righi RR., Andre da Costa C., Antunes RS., Bazo R., Reis ES., Seewald LA., S. LG., Eskofier B.:
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
In: IEEE Internet of Things (2022)
ISSN: 2327-4662
DOI: 10.1109/JIOT.2022.3160633
Rohleder N., Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Eskofier B.:
Effect of Acute Psychosocial Stress on Body Movements
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
Roth N., Ullrich M., Küderle A., Gladow T., Marxreiter F., Gaßner H., Kluge F., Klucken J., Eskofier B.:
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease
In: IEEE Journal of Biomedical and Health Informatics (2022), p. 1-9
ISSN: 2168-2194
DOI: 10.1109/JBHI.2022.3186766
Rupp L., Keinert M., Böhme S., Gmelch LM., Streit H., Schuller BW., Eskofier B., Berking M.:
Let It Go – A Randomized Controlled Pilot Study Exploring the Utility of Sadness in an Emotion-Based Approach-Avoidance Modification Training in the Context of Stress
Deutscher Psychotherapie Kongress (Berlin, 7. June 2022 - 11. June 2022)
Rupp L., Keinert M., Böhme S., Schindler-Gmelch L., Schuller B., Eskofier B., Berking M.:
Let it go – A randomized controlled pilot study exploring the utility of sadness in an emotion-based approach-avoidance modification training in the context of stress
52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
Rupp L., Keinert M., Böhme S., Schindler-Gmelch L., Schuller BW., Eskofier B., Berking M.:
Let it go – A randomized controlled pilot study exploring the utility of sadness in an emotion-based approach-avoidance modification training in the context of stress
Kongress der Deutschen Gesellschaft für Verhaltensmedizin (Salzburg)
Schieber H., Duerr F., Schoen T., Beyerer J.:
Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation
2022 IEEE Intelligent Vehicles Symposium, IV 2022 (Aachen, DEU, 5. June 2022 - 9. June 2022)
In: IEEE Intelligent Vehicles Symposium, Proceedings 2022
DOI: 10.1109/IV51971.2022.9827113
Schieber H., Kleinbeck C., Pradel C., Theelke L., Roth D.:
A Mixed Reality Guidance System for Blind and Visually Impaired People
2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (, 12. March 2022 - 16. March 2022)
In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022
DOI: 10.1109/VRW55335.2022.00214
Schleiss J., Hense J., Kist A., Schlingensiepen J., Stober S.:
TEACHING AI COMPETENCIES IN ENGINEERING USING PROJECTS AND OPEN EDUCATIONAL RESOURCES
50th Annual Conference of the European Society for Engineering Education, SEFI 2022 (Barcelona, 19. September 2022 - 22. September 2022)
In: Hannu-Matti Jarvinen, Santiago Silvestre, Ariadna Llorens, Balazs Vince Nagy (ed.): SEFI 2022 - 50th Annual Conference of the European Society for Engineering Education, Proceedings 2022
DOI: 10.5821/conference-9788412322262.1258
Schlereth M., Stromer D., Breininger K., Wagner A., Tan L., Maier A., Knieling F.:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_60
Schlereth M., Stromer D., Mantri Y., Tsujimoto J., Breininger K., Maier A., Anderson C., Garimella PS., Jokerst JV.:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_56
Schlüter HM., Tan J., Hou B., Kainz B.:
Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization
17th European Conference on Computer Vision, ECCV 2022 (Tel Aviv, 23. October 2022 - 27. October 2022)
In: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-19821-2_27
Schmidt LM., Brosig J., Plinge A., Eskofier B., Mutschler C.:
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
DOI: 10.1109/ITSC55140.2022.9922205
Schmidt LM., Rietsch S., Plinge A., Eskofier B., Mutschler C.:
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
DOI: 10.1109/ITSC55140.2022.9922345
Schwinn L., Bungert L., Nguyen A., Raab R., Pulsmeyer F., Precup D., Eskofier B., Zanca D.:
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, 17. July 2022 - 23. July 2022)
In: PMLR (ed.): 162 2022
Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
URL: https://proceedings.mlr.press/v162/schwinn22a.html
Scott K., Bonci T., Salis F., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Bertuletti S., Caruso M., Chiari L., Sharrack B., Maetzler W., Becker C., Hausdorff JM., Vogiatzis I., Brown P., Del Din S., Eskofier B., Paraschiv-Ionescu A., Keogh A., Kirk C., Kluge F., Mico-Amigo EM., Mueller A., Neatrour I., Niessen M., Palmerini L., Sillen H., Singleton D., Ullrich M., Vereijken B., Froehlich M., Brittain G., Caulfield B., Koch S., Carsin AE., Garcia-Aymerich J., Küderle A., Yarnall A., Rochester L., Cereatti A., Mazza C.:
Design and validation of a multi-task, multi-context protocol for real-world gait simulation
In: Journal of neuroEngineering and rehabilitation 19 (2022)
ISSN: 1743-0003
DOI: 10.1186/s12984-022-01116-1
Sierotowicz M., Brusamento D., Schirrmeister B., Connan M., Bornmann J., Gonzalez-Vargas J., Castellini C.:
Unobtrusive, natural support control of an adaptive industrial exoskeleton using force myography
In: Frontiers in Robotics and AI 9 (2022), Article No.: 919370
ISSN: 2296-9144
DOI: 10.3389/frobt.2022.919370
Sierotowicz M., Lotti N., Rupp R., Masia L., Castellini C.:
A Comprehensive Framework for the Modelling of Cartesian Force Output in Human Limbs
2022 International Conference on Rehabilitation Robotics, ICORR 2022 (Rotterdam, 25. July 2022 - 29. July 2022)
In: IEEE International Conference on Rehabilitation Robotics 2022
DOI: 10.1109/ICORR55369.2022.9896547
Simpetru R., Oßwald M., Braun D., Souza de Oliveira D., Cakici A., Del Vecchio A.:
Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, UK, 11. July 2022 - 15. July 2023)
DOI: 10.1109/EMBC48229.2022.9870937
Simpetru RC., Oßwald M., Braun D., Souza de Oliveira D., Cakici AL., Del Vecchio A.:
Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR, 11. July 2022 - 15. July 2022)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022
DOI: 10.1109/EMBC48229.2022.9870937
Sindel A., Hernandez A., Yang SH., Christlein V., Maier A.:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
OAGM Workshop 2021 (, 24. November 2021 - 25. November 2021)
In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022
DOI: 10.3217/978-3-85125-869-1-10
URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
Song T., Martin-Gomez A., Wang Q., Mehrfard A., Fotouhi J., Roth D., Eck U., Navab N.:
Impact of Parameter Disentanglement on Collaborative Alignment
2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (Virtual, Online, NZL, 12. March 2022 - 16. March 2022)
In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022
DOI: 10.1109/VRW55335.2022.00131
Souza de Oliveira D., Casolo A., Balshaw TG., Maeo S., Lanza MB., Martin NRW., Maffulli N., Kinfe TM., Eskofier B., Folland JP., Farina D., Del Vecchio A.:
Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units
In: Journal of Neural Engineering 19 (2022)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ac823d
Stahlke M., Feigl T., Castañeda García MH., Richard A. SG., Seitz J., Mutschler C.:
Transfer Learning to adapt 5G AI-based Fingerprint Localization across Environments
IEEE 95th Vehicular Technology Conference (VTC-Spring) (Helsinki, 19. June 2022 - 22. June 2022)
In: Proc. Intl. Conf. IEEE Vehicular Technology Conference (VTC-Spring) 2022
DOI: 10.1109/VTC2022-Spring54318.2022.9860906
Stern AD., Brönneke J., Debatin JF., Hagen J., Matthies H., Patel S., Clay I., Eskofier B., Herr A., Hoeller K., Jaksa A., Kramer DB., Kyhlstedt M., Lofgren KT., Mahendraratnam N., Muehlan H., Reif S., Riedemann L., Goldsack JC.:
Advancing digital health applications: priorities for innovation in real-world evidence generation
In: The Lancet Digital Health 4 (2022), p. e200-e206
ISSN: 2589-7500
DOI: 10.1016/S2589-7500(21)00292-2
Streit H., Keinert M., Rupp L., Schindler-Gmelch L., Böhme S., Eskofier B., Schuller B., Berking M.:
Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
Kongress der Deutschen Gesellschaft für Verhaltensmedizin (Salzburg)
Streit H., Keinert M., Rupp L., Schindler-Gmelch L., Böhme S., Eskofier B., Schuller BW., Berking M.:
Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
Stöve M., Wirth M., Farlock R., Antunovic A., Müller V., Eskofier B.:
Eye Tracking-Based Stress Classification of Athletes in Virtual Reality
In: Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 (2022), p. 1-17
ISSN: 2577-6193
DOI: 10.1145/3530796
Tan J., Kart T., Hou B., Batten J., Kainz B.:
MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision
24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021 (Strasbourg, FRA, 27. September 2021 - 1. October 2021)
In: Marc Aubreville, David Zimmerer, Mattias Heinrich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-030-97281-3_18
Tehlan K., Winkler A., Roth D., Navab N.:
X-Ray Device Positioning with Augmented Reality Visual Feedback
2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (, 12. March 2022 - 16. March 2022)
In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022
DOI: 10.1109/VRW55335.2022.00286
Thornton M., Mandic D., Reichenbach T.:
Robust decoding of the speech envelope from EEG recordings through deep neural networks
In: Journal of Neural Engineering 19 (2022)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ac7976
Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Rengifo S., Caruana M., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Angel Ferrer M., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Lia Szcs C., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
SVC-onGoing: Signature verification competition
In: Pattern Recognition 127 (2022), Article No.: 108609
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2022.108609
Torkzadehmahani R., Nasirigerdeh R., Blumenthal DB., Kacprowski T., List M., Matschinske J., Spaeth J., Wenke NK., Baumbach J.:
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine
In: Methods of Information in Medicine (2022)
ISSN: 0026-1270
DOI: 10.1055/s-0041-1740630
Truong MT., Nwosu OB., Gaytan Torres ME., Segura Vargas MP., Seifer AK., Nitschke M., Ibrahim A., Knitza J., Krusche M., Eskofier B., Schett G., Morf H.:
A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
In: JMIR Formative Research 6 (2022), p. e34566
ISSN: 2561-326X
DOI: 10.2196/34566
URL: https://formative.jmir.org/2022/6/e34566
Ubeda A., Costa-Garcia A., Torricelli D., Vujaklija I., Del Vecchio A.:
Editorial: Neuromechanical Biomarkers in Robot-Assisted Motor Rehabilitation
In: Frontiers in Neurorobotics 15 (2022), Article No.: 831113
ISSN: 1662-5218
DOI: 10.3389/fnbot.2021.831113
Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022)
ISSN: 1534-4320
DOI: 10.1109/jbhi.2022.3215921
URL: https://ieeexplore.ieee.org/document/9924545
Varano E., Vougioukas K., Ma P., Petridis S., Pantic M., Reichenbach T.:
Speech-Driven Facial Animations Improve Speech-in-Noise Comprehension of Humans
In: Frontiers in Neuroscience 15 (2022), Article No.: 781196
ISSN: 1662-4548
DOI: 10.3389/fnins.2021.781196
Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Improving the Sensitivity to Myocardial Scar in Automatic Segmentations of Left Ventricular Myocardium on LGE Images
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, 7. May 2022 - 12. May 2022)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2022
URL: https://index.mirasmart.com/ISMRM2022/PDFfiles/1014.html
Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Myocardial scar segmentation on cardiac LGE images with reduced contrast agent dose using deep learning
24. Jahrestagung der Deutschen Sektion der ISMRM (Aachen, 21. September 2022 - 24. September 2022)
In: Abstractband der 24. Jahrestagung der Deutschen Sektion der ISMRM 2022
Vornehm M., Wetzl J., Giese D., Ahmad R., Knoll F.:
Spatiotemporal variational neural network for reconstruction of highly accelerated cardiac cine MRI
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, 5. May 2022 - 6. May 2022)
In: European Heart Journal - Cardiovascular Imaging 2022
DOI: 10.1093/ehjci/jeac141.018
Walter J., Roßmanith P., Souza de Oliveira D., Reitelshofer S., Del Vecchio A., Franke J.:
Proportional Control of a Soft Cable-Driven Exoskeleton via a Myoelectrical Interface Enables Force-Controlled Finger Motions
IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) (Seoul, 21. August 2022 - 24. August 2022)
In: International Conference on Biomedical Robotics and Biomechatronics (BioRob), Seoul: 2022
DOI: 10.1109/BioRob52689.2022.9925334
Weber N., Lennartz R., Knitza J., Bayat S., Sadeghi M., Ibrahim A., Karatastan C., Sudhakar A., Ramzezanzadegan N., Kahali S., Mirzayev A., Schuster L., Schett G., Eskofier B., Kleyer A.:
AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
ISSN: 0003-4967
DOI: 10.1136/annrheumdis-2022-eular.3069
Wehbi M., Luge D., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen
In: Sensors 22 (2022), p. 5347
ISSN: 1424-8220
DOI: 10.3390/s22145347
Weise T., Maier A., Nöth E., Heismann B., Schuster M., Yang SH.:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment
Proceedings of INTERSPEECH 2022 (Songdo)
Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
In: Scientific Data 9 (2022), Article No.: 588
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01692-w
Wirth M., Mehringer W., Gradl S., Eskofier B.:
Extended Realities (XRs): How Immersive Technologies Influence Assessment and Training for Extreme Environments
In: Tobias Cibis, Dr. Carolyn McGregor AM (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022, p. 309-335
ISBN: 978-3-030-96921-9
DOI: 10.1007/978-3-030-96921-9_14
URL: https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14
Yip J., Steigleder T., Heckel M., Eskofier B., Ostgathe C.:
Die Beschreibung des Gesundheitszustandes anhand von Veränderungen in Bewegungsmustern von Palliativpatient:innen – Eine explorative Erfassung
Kongress der Deutschen Gesellschaft für Palliativmedizin (Bremen, 28. September 2022 - 1. October 2022)
In: Zeitschrift für Palliativmedizin 2022
DOI: 10.1055/s-0042-1754065
Zhdanov A., Dolganov A., Zanca D., Borisov V., Ronkin M.:
Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing
In: Applied Sciences 12 (2022), Article No.: 12365
ISSN: 2076-3417
DOI: 10.3390/app122312365
Zibetti MVW., Knoll F., Regatte RR.:
Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications
In: IEEE Transactions on Computational Imaging (2022), p. 1-1
ISSN: 2333-9403
DOI: 10.1109/TCI.2022.3176129
Zimmerer D., Full PM., Isensee F., Jaeger P., Adler T., Petersen J., Koehler G., Ross T., Reinke A., Kascenas A., Jensen BS., O'Neil AQ., Tan J., Hou B., Batten J., Qiu H., Kainz B., Shvetsova N., Fedulova I., Dylov D., Yu B., Zhai J., Hu J., Si R., Zhou S., Wang S., Li X., Chen X., Zhao Y., Marimont SN., Tarroni G., Saase V., Maier-Hein L., Maier-Hein K.:
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images
In: IEEE Transactions on Medical Imaging 41 (2022), p. 2728-2738
ISSN: 0278-0062
DOI: 10.1109/TMI.2022.3170077
Zrenner M., Stöve M., Franklin S., Kumar B., Jensen U., Eskofier B.:
Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization
In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, Springer, Cham, 2022, p. 160-164
ISBN: 9783030993320
DOI: 10.1007/978-3-030-99333-7_27
Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
In: Animals 12 (2022), p. 692
ISSN: 2076-2615
DOI: 10.3390/ani12060692
Öttl M., Mönius J., Marzahl C., Rübner M., Geppert CI., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, 26. June 2022 - 28. June 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_54
Škarabot J., Folland JP., Holobar A., Baker SN., Del Vecchio A.:
Startling stimuli increase maximal motor unit discharge rate and rate of force development in humans
In: Journal of Neurophysiology 128 (2022), p. 455-469
ISSN: 0022-3077
DOI: 10.1152/jn.00115.2022

Abdullahi Yari I., Dehling T., Kluge F., Eskofier B., Sunyaev A.:
Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
DOI: 10.24251/hicss.2021.463
URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
Abdullahi Yari I., Dehling T., Kluge F., Geck J., Sunyaev A., Eskofier B.:
Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
In: Journal of Medical Internet Research 23 (2021), p. e24460
ISSN: 1438-8871
DOI: 10.2196/24460
URL: https://www.jmir.org/2021/11/e24460
Altstidl TR., Kram S., Herrmann O., Stahlke M., Feigl T., Mutschler C.:
Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning
International Conference on Indoor Positioning and Indoor Navigation (IPIN2021) (Lloret de Mar, 29. November 2021 - 2. December 2021)
In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
DOI: 10.1109/IPIN51156.2021.9662545
Avrillon S., Del Vecchio A., Farina D., Pons JL., Vogel C., Umehara J., Hug F.:
Individual differences in the neural strategies to control the lateral and medial head of the quadriceps during a mechanically constrained task
In: Journal of Applied Physiology 130 (2021), p. 269-281
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00653.2020
Bachmann J., Zabicki A., Gradl S., Kurz J., Munzert J., Troje NF., Krueger B.:
Does co-presence affect the way we perceive and respond to emotional interactions?
In: Experimental Brain Research (2021)
ISSN: 0014-4819
DOI: 10.1007/s00221-020-06020-5
Bargagli A., Rosini F., Zanca D., Serchi V., Rufa A.:
Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings
In: Neurological Sciences (2021)
ISSN: 1590-1874
DOI: 10.1007/s10072-021-05206-1
Bause F., Blumenthal DB., Schubert E., Kriege NM.:
Metric Indexing for Graph Similarity Search
14th International Conference on Similarity Search and Applications (SISAP 2021) (Dortmund, 29. September 2021 - 1. October 2021)
In: Reyes N, Connor R, Kriege N, Kazempour D, Bartolini I, Schubert E, Chen J (ed.): Proceedings of the 14th International Conference on Similarity Search and Applications (SISAP 2021), Cham: 2021
DOI: 10.1007/978-3-030-89657-7_24
BenSiSaid K., Ababou N., Ababou A., Roth D., von Mammen S.:
Tracking rower motion without on-body sensors using an instrumented machine and an artificial neural network
In: Proceedings of the Institution of Mechanical Engineers Part P-Journal of Sports Engineering and Technology (2021)
ISSN: 1754-3371
DOI: 10.1177/17543371211014108
Blumenthal DB., Boria N., Bougleux S., Brun L., Gamper J., Gaüzère B.:
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing
In: Information Systems 100 (2021), Article No.: 101766
ISSN: 0306-4379
DOI: 10.1016/j.is.2021.101766
Blumenthal DB., Gamper J., Bougleux S., Brun L.:
Upper Bounding Graph Edit Distance Based on Rings and Machine Learning
In: International Journal of Pattern Recognition and Artificial Intelligence (2021), Article No.: 2151008
ISSN: 0218-0014
DOI: 10.1142/S0218001421510083
Budd S., Day TG., Simpson JM., Lloyd K., Matthew J., Skelton E., Razavi R., Kainz B.:
Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030877217
DOI: 10.1007/978-3-030-87722-4_23
Budd S., Sinclair M., Day TG., Vlontzos A., Tan J., Liu T., Matthew J., Skelton E., Simpson JM., Razavi R., Glocker B., Rueckert D., Robinson EC., Kainz B.:
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030872335
DOI: 10.1007/978-3-030-87234-2_20
Bungert L., Raab R., Roith T., Schwinn L., Tenbrinck D.:
CLIP: Cheap Lipschitz Training of Neural Networks
International Conference on Scale Space and Variational Methods in Computer Vision
In: Abderrahim Elmoataz, Jalal Fadili, Yvain Quéau, Julien Rabin, Loïc Simon (ed.): SSVM 2021: Scale Space and Variational Methods in Computer Vision, Cham: 2021
DOI: 10.1007/978-3-030-75549-2_25
URL: https://arxiv.org/abs/2103.12531
Casolo A., Del Vecchio A., Balshaw TG., Maeo S., Lanza MB., Felici F., Folland JP., Farina D.:
Behavior of motor units during submaximal isometric contractions in chronically strength-trained individuals
In: Journal of Applied Physiology 131 (2021), p. 1584-1598
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.00192.2021
Del Vecchio A., Beckerle P., Castellini C.:
Peripheral Neuroergonomics – An Elegant Way to Improve Human-Robot Interaction?
In: Frontiers in Neurorobotics 15 (2021), Article No.: 691508
ISSN: 1662-5218
DOI: 10.3389/fnbot.2021.691508
Dib W., Ghanem K., Nedil M., Ababou A., Eskofier B.:
Identification of individuals through a new Gait Recognition Method
2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 (Singapore, 4. December 2021 - 10. December 2021)
In: 2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings 2021
DOI: 10.1109/APS/URSI47566.2021.9704596
Dorschky E., Nitschke M., van den Bogert AJ., Koelewijn A., Eskofier B.:
Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis
6th International Congress on Complex Systems in Sports (ICCSS) (Mainz, Germany, 15. September 2021 - 17. September 2021)
Dos Reis ES., Seewald LA., Antunes RS., Rodrigues VF., Righi RDR., Da Costa CA., Da Silveira Jr LG., Eskofier B., Maier A., Horz T., Fahrig R.:
Monocular multi-person pose estimation: A survey
In: Pattern Recognition 118 (2021)
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108046
Dumbach P., Liu R., Jalowski M., Eskofier B.:
The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare
20th International Conference on Perspectives in Business Informatics Research (BIR 2021) Workshops (ILOG 2021) (Vienna, Austria (fully-virtual conference), 22. September 2021 - 24. September 2021)
In: Forbig P., Hinkelmann K., Kirikova M., Lantow B., Møller C., Morichetta A., Plebani P., Re B., Sandkuhl K., Seigerroth U. (ed.): Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021) 2021
URL: http://ceur-ws.org/Vol-2991/paper08.pdf
Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
In: Mensch und Computer 2021 2021
DOI: 10.1145/3473856.3473994
Egle F.:
Feasibility Testing of Exergames for Patients with Mild Cognitive Impairment (Master thesis, 2021)
URL: https://www.mad.tf.fau.de/files/2022/07/MA_Fabio_Egle.pdf
Ganz J., Kirsch T., Hoffmann L., Bertram CA., Hoffmann C., Maier A., Breininger K., Blümcke I., Jabari S., Aubreville M.:
Automatic and explainable grading of meningiomas from histopathology images
2021 MICCAI Workshop on Computational Pathology, COMPAY 2021 (Virtual, Online, 27. September 2021)
In: Manfredo Atzori, Nikolay Burlutskiy, Francesco Ciompi, Zhang Li, Fayyaz Minhas, Henning Muller, Tingying Peng, Nasir Rajpoot, Ben Torben-Nielsen, Jeroen van der Laak, Mitko Veta, Yinyin Yuan, Inti Zlobec (ed.): Proceedings of Machine Learning Research 2021
Germer CM., Farina D., Elias LA., Nuccio S., Hug F., Del Vecchio A.:
Surface EMG cross talk quantified at the motor unit population level for muscles of the hand, thigh, and calf
In: Journal of Applied Physiology 131 (2021), p. 808-820
ISSN: 8750-7587
DOI: 10.1152/japplphysiol.01041.2020
Geus P., Laidig D., Borchers P., Seel T., Stettin J., Kertzscher U.:
In vitro validation of a non-invasive continuous blood pressure measurement method for the perioperative application
In: Current Directions in Biomedical Engineering 7 (2021), p. 859-862
ISSN: 2364-5504
DOI: 10.1515/cdbme-2021-2219
Gnecco L., Boria N., Bougleux S., Yger F., Blumenthal DB.:
The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections
14th International Conference on Similarity Search and Applications (SISAP 2021) (Dortmund, 29. September 2021 - 1. October 2021)
In: Reyes N, Connor R, Kriege N, Kazempour D, Bartolini I, Schubert E, Chen J (ed.): Proceedings of the 14th International Conference on Similarity Search and Applications (SISAP 2021), Cham: 2021
DOI: 10.1007/978-3-030-89657-7_25
Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
Electromyography for Teleoperated Tasks in Weightlessness
In: IEEE Transactions on Human-Machine Systems (2021)
ISSN: 2168-2291
DOI: 10.1109/THMS.2020.3047975
Happold J., Richer R., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630842
URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
Hartebrodt A., Nasirigerdeh R., Blumenthal DB., Röttger R.:
Federated Principal Component Analysis for Genome-Wide Association Studies
21st IEEE International Conference on Data Mining (ICDM) (Auckland, New Zealand, 7. December 2021 - 10. December 2021)
In: 21st IEEE International Conference on Data Mining (ICDM) 2021
DOI: 10.1109/ICDM51629.2021.00127
Hernandez A., Yang SH.:
Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning
International Conference on Speech and Computer (Online, 27. September 2021 - 30. September 2021)
In: Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning 2021
DOI: 10.1007/978-3-030-87802-3_24
URL: https://link.springer.com/chapter/10.1007/978-3-030-87802-3_24
Hou B., Kaissis G., Summers R., Kainz B.:
RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030872335
DOI: 10.1007/978-3-030-87234-2_28
Hug F., Avrillon S., Del Vecchio A., Casolo A., Ibanez J., Nuccio S., Rossato J., Holobar A., Farina D.:
Analysis of motor unit spike trains estimated from high-density surface electromyography is highly reliable across operators
In: Journal of Electromyography and Kinesiology 58 (2021), Article No.: 102548
ISSN: 1050-6411
DOI: 10.1016/j.jelekin.2021.102548
Hug F., Del Vecchio A., Avrillon S., Farina D., Tucker K.:
Muscles from the same muscle group do not necessarily share common drive: evidence from the human triceps surae
In: Journal of Applied Physiology 130 (2021), p. 342-354
ISSN: 8750-7587
DOI: 10.1152/JAPPLPHYSIOL.00635.2020
Husvogt L., Abu-Qamar O., Levine E., Schottenhamml J., Ploner S., Breininger K., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Applying nnU-Net to the segmentation of microaneurysms in OCTA data in patients with non-proliferative diabetic retinopathy
ARVO Annual Meeting 2021
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773716
Ibanez J., Del Vecchio A., Rothwell JC., Baker SN., Farina D.:
Only the fastest corticospinal fibers contribute to beta corticomuscular coherence
In: Journal of Neuroscience (2021), p. JN-RM-2908-20
ISSN: 0270-6474
DOI: 10.1523/JNEUROSCI.2908-20.2021
Jakob V., Küderle A., Klucken J., Eskofier B., Winkler J., Winterholler M., Gaßner H., Kluge F.:
Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease
In: Sensors 21 (2021), Article No.: 7680
ISSN: 1424-8220
DOI: 10.3390/s21227680
Li L., Sinclair M., Makropoulos A., Hajnal J.V., David Edwards A., Kainz B., Rueckert D., Alansary A.:
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI
3rd International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2021, and the 6th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2021, held in conjunction with the 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021
DOI: 10.1007/978-3-030-87735-4_21
Chartsias A., Gao S., Mumith A., Oliveira J., Bhatia K., Kainz B., Beqiri A.:
Contrastive Learning for View Classification of Echocardiograms
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030875824
DOI: 10.1007/978-3-030-87583-1_15
Ma Q., Robinson E.C., Kainz B., Rueckert D., Alansary A.:
PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030875855
DOI: 10.1007/978-3-030-87586-2_8
Kainz B., Heinrich MP., Makropoulos A., Oppenheimer J., Mandegaran R., Sankar S., Deane C., Mischkewitz S., Al-Noor F., Rawdin AC., Ruttloff A., Klein-Weigel PF., Stevenson MD., Curry N.:
Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning
In: npj Digital Medicine 4 (2021), p. 1-20
ISSN: 2398-6352
DOI: 10.1038/s41746-021-00503-7
URL: https://www.nature.com/articles/s41746-021-00503-7.pdf
Kamal Mallick M., Biser S., Haridas A., Umesh V., Toensing O., Abdullahi Yari I., Ollenschläger M., Heckel M., Kluge F., Ostgathe C., Eskofier B., Steigleder T.:
Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study
In: Frontiers in Digital Health 3 (2021)
ISSN: 2673-253X
DOI: 10.3389/fdgth.2021.765867
URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
Keshavarzi M., Reichenbach T., Moore BCJ.:
Transient Noise Reduction Using a Deep Recurrent Neural Network: Effects on Subjective Speech Intelligibility and Listening Comfort
In: Trends in Hearing 25 (2021)
ISSN: 2331-2165
DOI: 10.1177/23312165211041475
Kist A., Zilker J., Döllinger M., Semmler M.:
Feature-based image registration in structured light endoscopy
Medical Imaging with Deep Learning (MIDL) (Lübeck, 7. July 2021 - 9. July 2021)
In: Proceedings of Machine Learning Research 2021
Kluge F., Del Din S., Cereatti A., Gaßner H., Hansen C., Helbostad JL., Klucken J., Küderle A., Mueller A., Rochester L., Ullrich M., Eskofier B., Mazza C.:
Consensus based framework for digital mobility monitoring
In: PLoS ONE 16 (2021)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0256541
Kniesburges S., Schlegel P., Peters G., Westphalen C., Jakubaß B., Veltrup R., Kist A., Döllinger M., Gantner S., Kuranova L., Benthaus T., Semmler M., Echternach M.:
Effects of surgical masks on aerosol dispersion in professional singing
In: Journal of Exposure Science and Environmental Epidemiology (2021)
ISSN: 1559-0631
DOI: 10.1038/s41370-021-00385-7
Koelewijn A., Audu M., del Ama AJ., Colucci A., Font-Llagunes JM., Gogeascoechea A., Hnat SK., Moreno JC., Nandor M., Quinn R., Reichenbach M., Reyes RD., Sartori M., Soekadar SR., Triolo RJ., Vermehren M., Wenger C., Yavuz US., Makowski N., Fey D., Beckerle P.:
Adaptation Strategies for Personalized Gait Neuroprosthetics
In: Frontiers in Neurorobotics 15 (2021), Article No.: 750519
ISSN: 1662-5218
DOI: 10.3389/fnbot.2021.750519
Koelewijn A., Nitschke M., van den Bogert AJ.:
A Predictive Simulation Study into the Effect of Below-Knee Prosthesis Alignment on Metabolic Cost
XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
URL: https://www.mad.tf.fau.de/files/2021/08/2021_isb_koelewijn_et_al_alignment.pdf
Laidig D., Caruso M., Cereatti A., Seel T.:
BROAD – A Benchmark for Robust Inertial Orientation Estimation
In: Data 6 (2021), Article No.: 72
ISSN: 2306-5729
DOI: 10.3390/data6070072
Laidig D., Jocham AJ., Guggenberger B., Adamer K., Fischer M., Seel T.:
Calibration-Free Gait Assessment by Foot-Worn Inertial Sensors
In: Frontiers in Digital Health 3 (2021), Article No.: 736418
ISSN: 2673-253X
DOI: 10.3389/fdgth.2021.736418
Laut P., Dumbach P., Eskofier B.:
Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective
Forty-Second International Conference on Information Systems (Austin, 11. December 2021 - 15. November 2021)
In: Association for Information Systems (ed.): ICIS 2021 Proceedings 2021
URL: https://aisel.aisnet.org/icis2021/is_implement/is_implement/2/
Lazareva O., Baumbach J., List M., Blumenthal DB.:
On the limits of active module identification
In: Briefings in Bioinformatics 22 (2021), Article No.: bbab066
ISSN: 1467-5463
DOI: 10.1093/bib/bbab066
URL: https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbab066/6189770?guestAccessKey=1be406a0-6b26-4e15-b32b-505c1ea2b279
Link J., Guillaume S., Eskofier B.:
Experimental validation of real-time ski jumping tracking system based on wearable sensors
In: Sensors 21 (2021), Article No.: 7780
ISSN: 1424-8220
DOI: 10.3390/s21237780
URL: https://www.mdpi.com/1424-8220/21/23/7780
Lukas C., Eskofier B., Berking M.:
A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial.
In: JMIR Mental Health 8 (2021), Article No.: e16643
ISSN: 2368-7959
DOI: 10.2196/16643
Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
In: IEEE Access 9 (2021), p. 71821-71831
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3079368
Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
Markov DA., Petrucco L., Kist A., Portugues R.:
A cerebellar internal model calibrates a feedback controller involved in sensorimotor control
In: Nature Communications 12 (2021), Article No.: 6694
ISSN: 2041-1723
DOI: 10.1038/s41467-021-26988-0
Martindale C., Christlein V., Klumpp P., Eskofier B.:
Wearables-based multi-task gait and activity segmentation using recurrent neural networks
In: Neurocomputing 432 (2021), p. 250-261
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2020.08.079
Marzahl C., Wilm F., Dressler FF., Tharun L., Perner S., Bertram CA., Kröger C., Voigt J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Robust Quad-Tree based Registration on Whole Slide Images
MICCAI Computational Pathlogy (COMPAY) Workshop
Matschinske J., Benis A., Alcaraz N., Golebiewski M., Grimm DG., Heumos L., Kacprowski T., Lazareva O., List M., Louadi Z., Pauling JK., Pfeifer N., Röttger R., Schwämmle V., Sturm G., Traverso A., Van Steen K., de Freitas MV., Villalba Silva GC., Wee L., Wenke NK., Zanin M., Zolotareva O., Baumbach J., Blumenthal DB.:
The AIMe registry for artificial intelligence in biomedical research
In: Nature Methods 18 (2021), p. 1128 - 1131
ISSN: 1548-7091
DOI: 10.1038/s41592-021-01241-0
URL: https://rdcu.be/cv5H7
Mazza C., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Brozgol M., Buckley E., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Chynkiamis N., Ciravegna F., Del Din S., Eskofier B., Evers J., Aymerich JG., Gazit E., Hansen C., Hausdorff JM., Helbostad JL., Hiden H., Hume E., Paraschiv-Ionescu A., Ireson N., Keogh A., Kirk C., Kluge F., Koch S., Küderle A., Lanfranchi V., Maetzler W., Mico-Amigo ME., Mueller A., Neatrour I., Niessen M., Palmerini L., Pluimgraaff L., Reggi L., Salis F., Schwickert L., Scott K., Sharrack B., Sillen H., Singleton D., Soltani A., Taraldsen K., Ullrich M., Van Gelder L., Vereijken B., Vogiatzis I., Warmerdam E., Yarnall A., Rochester L.:
Technical validation of real-world monitoring of gait: a multicentric observational study
In: BMJ Open 11 (2021)
ISSN: 2044-6055
DOI: 10.1136/bmjopen-2021-050785
Mehringer W., Wirth M., Risch F., Roth D., Michelson G., Michelson G., Eskofier B.:
Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
In: IEEE (ed.): 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021
DOI: 10.1109/EMBC46164.2021.9631002
URL: https://ieeexplore.ieee.org/document/9631002
Meindl M., Molinari F., Lehmann D., Seel T.:
Collective Iterative Learning Control: Exploiting Diversity in Multi-Agent Systems for Reference Tracking Tasks
In: IEEE Transactions on Control Systems Technology (2021)
ISSN: 1063-6536
DOI: 10.1109/TCST.2021.3109646
Nann M., Haslacher D., Colucci A., Eskofier B., Von Tscharner V., Soekadar SR.:
Heart rate variability predicts decline in sensorimotor rhythm control
In: Journal of Neural Engineering 18 (2021)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ac1177
Nasirigerdeh R., Torkzadehmahani R., Baumbach J., Blumenthal DB.:
On the Privacy of Federated Pipelines
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21) (Virtual Event, 11. July 2021 - 15. July 2021)
In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), New York, NY, USA: 2021
DOI: 10.1145/3404835.3462996
Nguyen A., Foerstel S., Kittler T., Kurzyukov A., Schwinn L., Zanca D., Hipp T., Jun SD., Schrapp M., Rothgang E., Eskofier B.:
System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data
In: IEEE Access (2021)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3106791
Nitschke M., Dorschky E., Eskofier B., Koelewijn A., van den Bogert AJ.:
Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
Nitschke M., Luckfiel T., Schlarb H., Dorschky E., Koelewijn A.:
Prediction of the effect of midsole stiffness and energy return using trajectory optimisation
15th biennial Footwear Biomechanics Symposium (Online, 21. July 2021 - 23. July 2021)
In: Footwear Science 2021
DOI: 10.1080/19424280.2021.1917684
URL: https://www.mad.tf.fau.de/files/2023/05/FBS_2021_SoftvsEnergy_Submission_AOM_Declaration.pdf
Nuccio S., Del Vecchio A., Casolo A., Labanca L., Rocchi JE., Felici F., Macaluso A., Mariani PP., Falla D., Farina D., Sbriccoli P.:
Deficit in knee extension strength following anterior cruciate ligament reconstruction is explained by a reduced neural drive to the vasti muscles
In: The Journal of Physiology (2021)
ISSN: 0022-3751
DOI: 10.1113/JP282014
Pasluosta CF., Popovic MR., Eskofier B., Stieglitz T.:
Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments
In: Frontiers in Neuroscience 15 (2021)
ISSN: 1662-4548
DOI: 10.3389/fnins.2021.740263
Polhemus A., Ortiz LD., Brittain G., Chynkiamis N., Salis F., Gaßner H., Gross M., Kirk C., Rossanigo R., Taraldsen K., Balta D., Breuls S., Buttery S., Cardenas G., Endress C., Gugenhan J., Keogh A., Kluge F., Koch S., Mico-Amigo ME., Nerz C., Sieber C., Williams P., Bergquist R., De Basea MB., Buckley E., Hansen C., Mikolaizak AS., Schwickert L., Scott K., Stallforth S., Van Uem J., Vereijken B., Cereatti A., Demeyer H., Hopkinson N., Maetzler W., Troosters T., Vogiatzis I., Yarnall A., Becker C., Garcia-Aymerich J., Leocani L., Mazza C., Rochester L., Sharrack B., Frei A., Puhan M.:
Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes
In: npj Digital Medicine 4 (2021)
ISSN: 2398-6352
DOI: 10.1038/s41746-021-00513-5
Reynaud H., Vlontzos A., Hou B., Beqiri A., Leeson P., Kainz B.:
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030872304
DOI: 10.1007/978-3-030-87231-1_48
Richer R., Küderle A., Dörr J., Rohleder N., Eskofier B.:
Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement
2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens, 28. July 2021 - 30. July 2021)
In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
DOI: 10.1109/BHI50953.2021.9508529
URL: https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf
Richer R., Küderle A., Ullrich M., Rohleder N., Eskofier B.:
BioPsyKit: A Python package for the analysis of biopsychological data
In: Journal of Open Source Software 6 (2021), p. 3702
ISSN: 2475-9066
DOI: 10.21105/joss.03702
URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
Rondon MFR., Zanca D., Melacci S., Gori M., Sassatelli L.:
HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality
4th IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)
In: 2021 4TH IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND VIRTUAL REALITY (AIVR 2021), LOS ALAMITOS: 2021
DOI: 10.1109/AIVR52153.2021.00012
Roth N., Küderle A., Prossel D., Gaßner H., Eskofier B., Kluge F.:
An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters
In: Sensors 21 (2021), Article No.: 6559
ISSN: 1424-8220
DOI: 10.3390/s21196559
Roth N., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
In: Journal of neuroEngineering and rehabilitation 18 (2021), Article No.: 93
ISSN: 1743-0003
DOI: 10.1186/s12984-021-00883-7
Roth N., Wieland GP., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630378
Sadegh S., Skelton J., Anastasi E., Bernett J., Blumenthal DB., Galindez G., Salgado-Albarran M., Lazareva O., Flanagan K., Cockell S., Nogales C., Casas AI., Schmidt HHHW., Baumbach J., Wipat A., Kacprowski T.:
Network medicine for disease module identification and drug repurposing with the NeDRex platform
In: Nature Communications 12 (2021), Article No.: 6848
ISSN: 2041-1723
DOI: 10.1038/s41467-021-27138-2
Schleicher R., Nitschke M., Martschinke J., Stamminger M., Eskofier B., Klucken J., Koelewijn A.:
BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online, 8. February 2021 - 10. February 2021)
In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021
DOI: 10.5220/0010210600250036
URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
Scholl C., Tobola A., Ludwig K., Zanca D., Eskofier B.:
A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction
In: Sensors 21 (2021), Article No.: 7210
ISSN: 1424-8220
DOI: 10.3390/s21217210
Schrader B., Schrader J., Vaske B., Elsaesser A., Haller H., Del Vecchio A., Koziolek M., Gehlenborg E., Lueders S.:
Football beats hypertension: results of the 3F (Fit&Fun with Football) study
In: Journal of Hypertension 39 (2021), p. 2290-2296
ISSN: 0263-6352
DOI: 10.1097/HJH.0000000000002935
Schwinn L., Nguyen A., Raab R., Bungert L., Tenbrinck D., Zanca D., Burger M., Eskofier B.:
Identifying untrustworthy predictions in neural networks by geometric gradient analysis
Conference on Uncertainty in Artificial Intelligence (UAI) (Online, 27. July 2021 - 30. July 2021)
URL: https://arxiv.org/abs/2102.12196
Schwinn L., Nguyen A., Raab R., Zanca D., Eskofier B., Tenbrinck D., Burger M.:
Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks
International Joint Conference on Neural Networks (IJCNN) (Online, 18. July 2021 - 22. July 2021)
DOI: 10.1109/ijcnn52387.2021.9534190
Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
URL: https://arxiv.org/abs/2105.10304
Strak R., Yu K., Pankratz F., Lazarovici M., Sandmeyer B., Reichling J., Weidert S., Kraetsch C., Rögele B., Navab N., Eck U., Roth D.:
Comparison Between Video-mediated and Asymmetric 3D Teleconsultation During a Preclinical Scenario
Conference on Mensch and Computer (MuC)
In: MENSCH AND COMPUTER 2021 (MUC 21), NEW YORK: 2021
DOI: 10.1145/3473856.3473883
Stöve M., Schuldhaus D., Gamp A., Zwick C., Eskofier B.:
From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning
In: Sensors 21 (2021), p. 3071
ISSN: 1424-8220
DOI: 10.3390/s21093071
Tan J., Hou B., Day TG., Simpson JM., Rueckert D., Kainz B.:
Detecting Outliers with Poisson Image Interpolation
Springer Science and Business Media Deutschland GmbH, 2021
ISBN: 9783030872397
DOI: 10.1007/978-3-030-87240-3_56
Timotius I., Bieler L., Couillard-Despres S., Sandner B., Garcia-Ovejero D., Labombarda F., Estrada V., Müller HW., Winkler J., Klucken J., Eskofier B., Weidner N., Puttagunta R.:
Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models
In: eNeuro 8 (2021), p. 1-14
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0497-20.2021
Ting J., Del Vecchio A., Verma N., Sarma D., Annetta N., Collinger J., Farina D., Weber DJ.:
Detecting and decoding spiking activity from sample populations of single motor neurons using wearable sensors
SPIE BiOS
In: SPIE BiOS (ed.): Proceedings Volume 11663, Integrated Sensors for Biological and Neural Sensing 2021
DOI: 10.1117/12.2583313
Ting JE., Del Vecchio A., Sarma D., Verma N., Colachis SC., Annetta N., Collinger JL., Farina D., Weber DJ.:
Sensing and decoding the neural drive to paralyzed muscles during attempted movements of a person with tetraplegia using a sleeve array
In: Journal of Neurophysiology 126 (2021), p. 2104-2118
ISSN: 0022-3077
DOI: 10.1152/jn.00220.2021
Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Rengifo S., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Ferrer MA., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Szücs CL., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
ICDAR 2021 Competition on On-Line Signature Verification
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, 5. September 2021 - 10. September 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-86337-1_48
Ullrich M., Küderle A., Reggi L., Cereatti A., Eskofier B., Kluge F.:
Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630653
Ullrich M., Mücke A., Küderle A., Roth N., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021), p. 2103-2111
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2021.3119390
URL: https://ieeexplore.ieee.org/abstract/document/9567680
Wairagkar M., Lima MR., Bazo D., Craig R., Weissbart H., Etoundi AC., Reichenbach T., Iyengar P., Vaswani S., James C., Barnaghi P., Melhuish C., Vaidyanathan R.:
Emotive Response to a Hybrid-Face Robot and Translation to Consumer Social Robots
In: IEEE Internet of Things (2021)
ISSN: 2327-4662
DOI: 10.1109/JIOT.2021.3097592
Weber D., Gühmann C., Seel T.:
RIANN—A Robust Neural Network Outperforms Attitude Estimation Filters
In: AI 2 (2021), p. 444-463
ISSN: 2673-2688
DOI: 10.3390/ai2030028
Wehbi M., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
Towards an IMU-based Pen Online Handwriting Recognizer
International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne, 5. September 2021 - 10. September 2021)
DOI: 10.1007/978-3-030-86334-0_19
Werner R., Szkitsak J., Sentker T., Madesta F., Schwarz A., Fernolendt S., Vornehm M., Gauer T., Bert C., Hofmann C.:
Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: A first comprehensive phantom study
In: Physics in Medicine and Biology 66 (2021), Article No.: 015004
ISSN: 0031-9155
DOI: 10.1088/1361-6560/abc93a
Weygers I., Kok M., Seel T., Shah D., Taylan O., Scheys L., Hallez H., Claeys K.:
In-vitro validation of inertial-sensor-to-bone alignment
In: Journal of Biomechanics 128 (2021), Article No.: 110781
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2021.110781
Weygers I., Kok M., Seel T., Shah D., Taylan O., Scheys L., Hallez H., Claeys K.:
Reference in-vitro dataset for inertial-sensor-to-bone alignment applied to the tibiofemoral joint
In: Scientific Data 8 (2021), Article No.: 208
ISSN: 2052-4463
DOI: 10.1038/s41597-021-00995-8
Wirth M., Gradl S., Prosinger G., Kluge F., Roth D., Eskofier B.:
The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, 27. March 2021 - 3. April 2021)
In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
DOI: 10.1109/VR50410.2021.00055
Wirth M., Kohl S., Gradl S., Farlock R., Roth D., Eskofier B.:
Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics
In: Sensors 21 (2021), Article No.: 3728
ISSN: 1424-8220
DOI: 10.3390/s21113728
Yu K., Gorbachev G., Eck U., Pankratz F., Navab N., Roth D.:
Avatars for Teleconsultation: Effects of Avatar Embodiment Techniques on User Perception in 3D Asymmetric Telepresence
In: IEEE Transactions on Visualization and Computer Graphics (2021)
ISSN: 1077-2626
DOI: 10.1109/TVCG.2021.3106480
Zhao N., Seitinger S., Richer R., Paradiso JA.:
Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network
In: Smart Health 19 (2021), p. 100164
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2020.100164
Zolotareva O., Nasirigerdeh R., Matschinske J., Torkzadehmahani R., Bakhtiari M., Frisch T., Spaeth J., Blumenthal DB., Abbasinejad A., Tieri P., Kaissis G., Rueckert D., Wenke NK., List M., Baumbach J.:
Flimma: a federated and privacy-aware tool for differential gene expression analysis
In: Genome Biology 22 (2021), Article No.: 338
ISSN: 1474-760X
DOI: 10.1186/s13059-021-02553-2
Zrenner M., Heyde C., Duemler B., Dykman S., Roecker K., Eskofier B.:
Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data
In: Frontiers in Physiology 12 (2021), Article No.: 669884
ISSN: 1664-042X
DOI: 10.3389/fphys.2021.669884
da Silva DB., Schmidt D., da Costa CA., da Rosa Righi R., Eskofier B.:
DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration
In: Expert Systems With Applications 165 (2021), Article No.: 113905
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2020.113905

Auferoth F., Eskofier B., Gerber L., Grimm V., Richer R., Rohleder N.:
Tracking and Teamwork Performance
(2020)
(Working Paper)
Bargagli A., Fontanelli E., Zanca D., Castelli I., Rosini F., Maddii S., Di Donato I., Carluccio A., Battisti C., Tosi GM., Dotti MT., Rufa A.:
Neurophthalmologic and Orthoptic Ambulatory Assessments Reveal Ocular and Visual Changes in Patients With Early Alzheimer and Parkinson's Disease
In: Frontiers in Neurology (2020)
ISSN: 1664-2295
DOI: 10.3389/fneur.2020.577362
Bazo R., Reis E., Adams Seewald L., Facco Rodrigues V., Andre da Costa C., Gonzaga L., Stoffel Antunes R., da Rosa Righi R., Maier A., Eskofier B., Fahrig R., Horz T.:
Baptizo: a sensor fusion based model for tracking the identity of human poses
In: Information Fusion (2020)
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2020.03.011
Blumenthal DB., Baumbach J., Hoffmann M., Kacprowski T., List M.:
A framework for modeling epistatic interaction
In: Bioinformatics 37 (2020), p. 1708 - 1716
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btaa990
URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa990/6012351?guestAccessKey=4683fb7f-7afc-4b9c-b0d5-3d0085904eb4
Blumenthal DB., Boria N., Gamper J., Bougleux S., Brun L.:
Comparing heuristics for graph edit distance computation
In: Vldb Journal 29 (2020), p. 419-458
ISSN: 1066-8888
DOI: 10.1007/s00778-019-00544-1
Blumenthal DB., Gamper J.:
On the exact computation of the graph edit distance
In: Pattern Recognition Letters 134 (2020), p. 46-57
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2018.05.002
Blumenthal DB., Viola L., List M., Baumbach J., Tieri P., Kacprowski T.:
EpiGEN: An epistasis simulation pipeline
In: Bioinformatics 36 (2020), p. 4957-4959
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btaa245
URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa245/5820008?guestAccessKey=2385c5f1-6587-4065-b2f2-1039765fa5b6
Boria N., Blumenthal DB., Bougleux S., Brun L.:
Improved local search for graph edit distance
In: Pattern Recognition Letters 129 (2020), p. 19-25
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2019.10.028
Bougleux S., Gauzere B., Blumenthal DB., Brun L.:
Fast linear sum assignment with error-correction and no cost constraints
In: Pattern Recognition Letters 134 (2020), p. 37-45
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2018.03.032
Ceron JD., Kluge F., Küderle A., Eskofier B., López DM.:
Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data
In: Sensors 20 (2020), p. 1-21
ISSN: 1424-8220
DOI: 10.3390/s20174742
Ceron JD., Martindale C., López DM., Kluge F., Eskofier B.:
Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
In: Sensors 20 (2020), p. 651
ISSN: 1424-8220
DOI: 10.3390/s20030651
Chondrogiannis T., Bouros P., Gamper J., Leser U., Blumenthal DB.:
Finding k-shortest paths with limited overlap
In: Vldb Journal (2020)
ISSN: 1066-8888
DOI: 10.1007/s00778-020-00604-x
Del Vecchio A., Sylos-Labini F., Mondi V., Paolillo P., Ivanenko Y., Lacquaniti F., Farina D.:
Spinal motoneurons of the human newborn are highly synchronized during leg movements
In: Science Advances 6 (2020), p. eabc3916
ISSN: 2375-2548
DOI: 10.1126/sciadv.abc3916
Dorschky E., Nitschke M., Martindale C., van den Bogert AJ., Koelewijn A., Eskofier B.:
CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
ISSN: 2296-4185
DOI: 10.3389/fbioe.2020.00604
Dumbach P., Aly A., Zrenner M., Eskofier B.:
Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser
13th International Conference on Educational Data Mining (Ifrane, Morocco (Fully Virtual Conference), 10. July 2020 - 13. July 2020)
In: Anna N. Rafferty, Jacob Whitehill, Cristobal Romero, Violetta Cavalli-Sforza (ed.): Proceedings of the 13th International Conference on Educational Data Mining 2020
Open Access: https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_239.pdf
URL: https://educationaldatamining.org/files/conferences/EDM2020/EDM2020Proceedings.pdf
Feigl T., Gruner L., Mutschler C., Roth D.:
Real-Time Gait Reconstruction for Virtual Reality Using a Single Sensor
2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 (Ipojuca, Pernambuco, 9. November 2020 - 13. November 2020)
In: Adjunct Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00037
Feigl T., Porada A., Steiner S., Löffler C., Mutschler C., Philippsen M.:
Localization Limitations of ARCore, ARKit, and Hololens in Dynamic Large-Scale Industry Environments
15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (GRAPP 2020) (Valletta, 27. February 2020 - 29. February 2020)
In: Kadi Bouatouch, A. Augusto Sousa, Jose Braz (ed.): Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP, Portugal: 2020
DOI: 10.5220/0008989903070318
URL: http://www.grapp.visigrapp.org/
Felici F., Del Vecchio A.:
Surface Electromyography: What Limits Its Use in Exercise and Sport Physiology?
In: Frontiers in Neurology 11 (2020), Article No.: 578504
ISSN: 1664-2295
DOI: 10.3389/fneur.2020.578504
Felix F., Gaßner H., Julius H., De-Hyung L., Peter F., Winkler J., Eskofier B., Linker RA., Klucken J.:
Objective sensor-based gait measures reflect motor impairment in multiple sclerosis patients: Reliability and clinical validation of a wearable sensor device
In: Multiple Sclerosis and Related Disorders 39 (2020), Article No.: 101903
ISSN: 2211-0348
DOI: 10.1016/j.msard.2019.101903
Fischer S., Ullrich M., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
Automatic clinical gait test detection from inertial sensor data
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Montreal, 20. July 2020 - 24. July 2020)
DOI: 10.1109/EMBC44109.2020.9176440
Fleschutz K., Walter L., Leistner R., Heinzerling L.:
ALK Inhibitors Do Not Increase Sensitivity to Radiation in EML4-ALK Non-small Cell Lung Cancer
In: Anticancer Research 40 (2020), p. 4937-4946
ISSN: 0250-7005
DOI: 10.21873/anticanres.14497
Gaßner H., Jensen D., Marxreiter F., Kletsch A., Bohlen S., Schubert R., Muratori LM., Eskofier B., Klucken J., Winkler J., Reilmann R., Kohl Z.:
Correction to: Gait variability as digital biomarker of disease severity in Huntington’s disease (Journal of Neurology, (2020), 10.1007/s00415-020-09725-3)
In: Journal of Neurology (2020)
ISSN: 0340-5354
DOI: 10.1007/s00415-020-09789-1
Gaßner H., Jensen D., Marxreiter F., Kletsch A., Bohlen S., Schubert R., Muratori LM., Eskofier B., Klucken J., Winkler J., Reilmann R., Kohl Z.:
Gait variability as digital biomarker of disease severity in Huntington’s disease
In: Journal of Neurology 267 (2020), p. 1594-1601
ISSN: 0340-5354
DOI: 10.1007/s00415-020-09725-3
Gaßner H., Sanders P., Dietrich A., Marxreiter F., Eskofier B., Winkler J., Klucken J.:
Clinical Relevance of Standardized Mobile Gait Tests. Reliability Analysis Between Gait Recordings at Hospital and Home in Parkinson's Disease: A Pilot Study
In: Journal of Parkinson's Disease 10 (2020), p. 1763-1773
ISSN: 1877-7171
DOI: 10.3233/JPD-202129
Gradl S.:
The Stroop Room : A Wearable Virtual Reality Stress Laboratory Based on the Electrocardiogram (Dissertation, 2020)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15434
Helmer S., Blumenthal DB., Paschen K.:
What is meaningful research and how should we measure it?
In: Scientometrics 125 (2020), p. 153-169
ISSN: 0138-9130
DOI: 10.1007/s11192-020-03649-5
Ibrahim A., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
In: Journal of neuroEngineering and rehabilitation 17 (2020), Article No.: 165
ISSN: 1743-0003
DOI: 10.1186/s12984-020-00798-9
Ivanović MD., Hannink J., Ring M., Baronio F., Vukčević V., Hadžievski L., Eskofier B.:
Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design
In: Artificial Intelligence in Medicine 110 (2020), Article No.: 101963
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2020.101963
Kaieski N., da Costa CA., da Rosa Righi R., Lora PS., Eskofier B.:
Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review
In: Applied Soft Computing 96 (2020), Article No.: 106612
ISSN: 1568-4946
DOI: 10.1016/j.asoc.2020.106612
Koch R., Pfeiffer N., Lang N., Struck M., Amft O., Eskofier B., Wittenberg T.:
Evaluation of HRV estimation algorithms from PPG data using neural networks
In: Current Directions in Biomedical Engineering 6 (2020), Article No.: 20203130
ISSN: 2364-5504
DOI: 10.1515/cdbme-2020-3130
URL: https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3130/html
Köferl F., Link J., Eskofier B.:
Application of SORT on Multi-Object Tracking and Segmentation
Conference on Computer Vision and Pattern Recognition; 5th BMTT MOTChallenge Workshop: Multi-Object Tracking and Segmentation (Seattle, WA, USA (Virtual), 19. June 2020 - 19. June 2020)
URL: https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf
(Working Paper)
Lazareva O., Canzar S., Yuan K., Baumbach J., Blumenthal DB., Tieri P., Kacprowski T., List M.:
BiCoN: Network-constrained biclustering of patients and omics data
In: Bioinformatics 37 (2020), p. 2398 - 2404
ISSN: 1367-4803
DOI: 10.1093/bioinformatics/btaa1076
URL: https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btaa1076/6050718?guestAccessKey=e2e9cb2b-ac3d-44a6-abc7-2b92ae15d34c
Löffler C., Nickel C., Sobel C., Daniel D., Braat J., Gruhler B., Woller P., Witt N., Mutschler C.:
Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (Virtual (Ghent, Belgium), 14. September 2020 - 18. September 2020)
DOI: 10.1007/978-3-030-67670-4_33
Maier A., Christlein V., Breininger K., Wuerfl T., Unberath M., Rieß C.:
Bildanalyse
In: Günther Görz, Ute Schmid, Tanya Braun (ed.): Handbuch der Künstichen Intelligenz, De Gruyter, 2020, p. 673--712
DOI: 10.1515/9783110659948-015
Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 14-23
ISBN: 9783030597153
DOI: 10.1007/978-3-030-59716-0_2
Marxreiter F., Buttler U., Gaßner H., Gandor F., Gladow T., Eskofier B., Winkler J., Ebersbach G., Klucken J.:
The Use of Digital Technology and Media in German Parkinson's Disease Patients
In: Journal of Parkinson's Disease 10 (2020), p. 717-727
ISSN: 1877-7171
DOI: 10.3233/JPD-191698
Matschinske J., Salgado-Albarran M., Sadegh S., Bongiovanni D., Baumbach J., Blumenthal DB.:
Individuating Possibly Repurposable Drugs and Drug Targets for COVID-19 Treatment through Hypothesis-Driven Systems Medicine Using CoVex
In: Assay and Drug Development Technologies 18 (2020), p. 348-355
ISSN: 1540-658X
DOI: 10.1089/adt.2020.1010
Mehringer W., Wirth M., Gradl S., Durner L., Ring M., Laudanski AF., Eskofier B., Michelson G.:
An Image-Based Method for Measuring Strabismus in Virtual Reality
2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife, 9. November 2020 - 13. November 2020)
In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
Mishra A., Löffler C., Plinge A.:
Recipes for Post-training Quantization of Deep Neural Networks
6th Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC^2) (Virtual (from San Jose, California), 5. December 2020 - 5. December 2020)
Open Access: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
URL: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
Nguyen A., Chatterjee S., Weinzierl S., Schwinn L., Matzner M., Eskofier B.:
Time matters: Time-aware LSTMs for predictive business process monitoring
International Conference on Process Mining (Padua, 4. October 2020 - 9. October 2020)
In: Proceedings of the ICPM 2020 International Workshops 2020
DOI: 10.1007/978-3-030-72693-5_9
Nitschke M., Dorschky E., Heinrich D., Schlarb H., Eskofier B., Koelewijn A., van den Bogert AJ.:
Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics
In: Scientific Reports (2020), Article No.: 17655
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73856-w
URL: https://www.nature.com/articles/s41598-020-73856-w
Orozco-Arroyave JR., Vasquez Correa J., Klumpp P., Perez Toro PA., Escobar-Grisales D., Roth N., Ríos-Urrego CD., Strauß M., Carvajal-Castaño HA., Bayerl S., Castrillón-Osorio LR., Arias-Vergara T., Küderle A., López-Pabón FO., Parra-Gallego LF., Eskofier B., Gómez-Gómez LF., Schuster M., Nöth E.:
Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
In: Neurodegenerative Disease Management (2020)
ISSN: 1758-2024
DOI: 10.2217/nmt-2019-0037
Ott F., Feigl T., Löffler C., Mutschler C.:
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (Seattle, WA, 16. June 2020 - 18. June 2020)
In: Computer Vision Foundation (CVF) (ed.): Joint Workshop on Long-Term Visual Localization, Visual Odometry and Geometric and Learning-based SLAM 2020
DOI: 10.1109/cvprw50498.2020.00029
URL: http://openaccess.thecvf.com/content_CVPRW_2020/html/w3/Ott_ViPR_Visual-Odometry-Aided_Pose_Regression_for_6DoF_Camera_Localization_CVPRW_2020_paper.html
Ott F., Wehbi M., Hamann T., Barth J., Eskofier B., Mutschler C.:
The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 (2020), p. 1-20
ISSN: 2474-9567
DOI: 10.1145/3411842
Polhemus AM., Bergquist R., Bosch de Basea M., Brittain G., Buttery SC., Chynkiamis N., Dalla Costa G., Delgado Ortiz L., Demeyer H., Emmert K., Garcia Aymerich J., Gaßner H., Hansen C., Hopkinson N., Klucken J., Kluge F., Koch S., Leocani L., Maetzler W., Micó-Amigo ME., Mikolaizak AS., Piraino P., Salis F., Schlenstedt C., Schwickert L., Scott K., Sharrack B., Taraldsen K., Troosters T., Vereijken B., Vogiatzis I., Yarnall A., Mazza C., Becker C., Rochester L., Puhan MA., Frei A.:
Walking-related digital mobility outcomes as clinical trial endpoint measures: protocol for a scoping review
In: BMJ Open 10 (2020), p. e038704-
ISSN: 2044-6055
DOI: 10.1136/bmjopen-2020-038704
Raccagni C., Sidoroff V., Goebel G., Granata R., Leys F., Klucken J., Eskofier B., Richer R., Seppi K., Wenning GK., Fanciulli A.:
The footprint of orthostatic hypotension in parkinsonian syndromes
In: Parkinsonism & Related Disorders (2020)
ISSN: 1353-8020
DOI: 10.1016/j.parkreldis.2020.06.029
Redzepagic A., Löffler C., Feigl T., Mutschler C.:
A Sense of Quality for Augmented Reality Assisted Process Guidance
International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) (Ipojuca, Pernambuco, 9. November 2020 - 13. November 2020)
In: IEEE Proc. International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00046
Richer R., Zhao N., Eskofier B., Paradiso JA.:
Exploring Smart Agents for the Interaction with Multimodal Mediated Environments
In: Multimodal Technologies and Interaction 4 (2020), Article No.: 27
ISSN: 2414-4088
DOI: 10.3390/mti4020027
URL: https://www.mdpi.com/2414-4088/4/2/27
Rico Olarte C., López DM., Becker L., Eskofier B.:
Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders
In: IEEE Access 8 (2020), p. 196187-196196
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.3033769
URL: https://ieeexplore.ieee.org/document/9239296
Rüthlein M., Köferl F., Mehringer W., Eskofier B.:
Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning
International Conference on Machine Learning; 2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference, 18. July 2020 - 18. July 2020)
(Conference report)
Sadegh S., Matschinske J., Blumenthal DB., Galindez G., Kacprowski T., List M., Nasirigerdeh R., Oubounyt M., Pichlmair A., Rose TD., Salgado-Albarran M., Spaeth J., Stukalov A., Wenke NK., Yuan K., Pauling JK., Baumbach J.:
Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing
In: Nature Communications 11 (2020), Article No.: 3518
ISSN: 2041-1723
DOI: 10.1038/s41467-020-17189-2
Schäfer JF., Amann K., Kohlhase M.:
Prototyping Controlled Mathematical Languages in Jupyter Notebooks
7th International Congress on Mathematical Software, ICMS 2020 (Braunschweig, DEU, 13. July 2020 - 16. July 2020)
In: Anna Maria Bigatti, Jacques Carette, James H. Davenport, Michael Joswig, Timo de Wolff (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
DOI: 10.1007/978-3-030-52200-1_40
Seifer AK., Schinkel-Bielefeld N., Schröter H., Escalante Banuelos A., Hoppe U., Maier A.:
Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach
Virtual Conference on Computational Audiology (VCCA2020) (Virtual, 19. June 2020 - 19. June 2020)
In: Virtual Conference on Computational Audiology (VCCA2020) 2020
URL: https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/
Sidoroff V., Raccagni C., Kaindlstorfer C., Eschlboeck S., Fanciulli A., Granata R., Eskofier B., Seppi K., Poewe W., Willeit J., Kiechl S., Mahlknecht P., Stockner H., Marini K., Schorr O., Rungger G., Klucken J., Wenning G., Gaßner H.:
Characterization of gait variability in multiple system atrophy and Parkinson's disease
In: Journal of Neurology (2020)
ISSN: 0340-5354
DOI: 10.1007/s00415-020-10355-y
Skarabot J., Brownstein CG., Casolo A., Del Vecchio A., Ansdell P.:
The knowns and unknowns of neural adaptations to resistance training
In: European Journal of Applied Physiology (2020)
ISSN: 1439-6319
DOI: 10.1007/s00421-020-04567-3
Stahlke M., Kram S., Mutschler C., Mahr T.:
NLOS detection using UWB channel impulse responses and convolutional neural networks
International Conference on Localization and GNSS (ICL-GNSS) (Tampere, 2. June 2020 - 4. June 2020)
DOI: 10.1109/icl-gnss49876.2020.9115498
Sternemann U., Suchantke I., Schmidt KG., Höfner P., Wagner D., Ollenschläger M., Heckel M., Ostgathe C., Eskofier B., Steigleder T.:
Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie
13. DGP Kongress Deutsche Gesellschaft für Palliativmedizin (Wiesbaden, 9. September 2020 - 12. September 2020)
In: Zeitschrift für Palliativmedizin 2020; 21(05) 2020
DOI: 10.1055/s-0040-1714998
URL: https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1714998#info
Tietsch M., Muaremi A., Clay I., Kluge F., Hoefling H., Ullrich M., Küderle A., Eskofier B., Müller A.:
Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies
In: Digital Biomarkers 4 (2020), p. 50-58
ISSN: 2504-110X
DOI: 10.1159/000511611
Trinh H., Khuu CQ., Wolf S., Nguyen AT.:
The multiple stages towards crystal formation of L-glutamic acid
In: Journal of Crystal Growth 544 (2020), Article No.: 125727
ISSN: 0022-0248
DOI: 10.1016/j.jcrysgro.2020.125727
Ullrich M., Küderle A., Hannink J., Del Din S., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies
In: IEEE Journal of Biomedical and Health Informatics 24 (2020), p. 1869 - 1878
ISSN: 2168-2194
DOI: 10.1109/JBHI.2020.2975361
URL: https://www.mad.tf.fau.de/files/2020/11/2020_ullrich_gaitsequencedetection.pdf
Wanner P., Hamacher D., Schmautz T., Eskofier B., Pfeifer K., Steib S.:
Dynamische Laufstabilität des Fußes bei Sportlern mit und ohne chronischer Sprunggelenksinstabilität nach Sprunggelenksdistorsion unter Berücksichtigung des Lauftempos und neuromuskulärer Ermüdung
3. Gamma-Kongress "Bewegungsanalyse: Klinik – Alltag – Sport" (München, 6. March 2020 - 7. March 2020)
In: Tagungsband 3. Gamma-Kongress 2020
Wehbi M., Hamann T., Barth J., Eskofier B.:
Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer
17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, 8. September 2020 - 10. September 2020)
DOI: 10.1109/ICFHR2020.2020.00061
Werner R., Sentker T., Madesta F., Schwarz A., Vornehm M., Gauer T., Hofmann C.:
Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal-guided 4D CT
In: Medical Physics 47 (2020), p. 2408-2412
ISSN: 0094-2405
DOI: 10.1002/mp.14106
Wirth M., Gradl S., Mehringer W., Kulpa R., Rupprecht H., Poimann D., Laudanski AF., Eskofier B.:
Assessing Personality Traits of Team Athletes in Virtual Reality
2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 (Atlanta, GA, 22. March 2020 - 26. March 2020)
In: Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 2020
DOI: 10.1109/VRW50115.2020.00024
Zanca D., Melacci S., Gori M.:
Gravitational Laws of Focus of Attention
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, p. 2983-2995
DOI: 10.1109/TPAMI.2019.2920636
Zanca D., Melacci S., Gori M.:
Toward Improving the Evaluation of Visual Attention Models: A Crowdsourcing Approach
2020 International Joint Conference on Neural Networks, IJCNN 2020
DOI: 10.1109/IJCNN48605.2020.9207438
Zanca D., Melacci S., Gori M., Rufa A.:
Gravitational models explain shifts on human visual attention
In: Scientific Reports 10 (2020), Article No.: 16335
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73494-2
Zrenner M., Küderle A., Roth N., Jensen U., Dümler B., Eskofier B.:
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
In: Sensors 20 (2020), Article No.: 5705
ISSN: 1424-8220
DOI: 10.3390/s20195705

Publications by our professors before the department was established:

Abdullahi Yari I., Abdullahi B., Adesina S.:
Towards a Framework of Configuring and Evaluating ModSecurity WAF on Tomcat and Apache Web Servers
In: 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) 2019
DOI: 10.1109/ICECCO48375.2019.9043209
URL: https://ieeexplore.ieee.org/document/9043209
Abel L., Richer R., Küderle A., Gradl S., Eskofier B., Rohleder N.:
Classification of Acute Stress-Induced Response Patterns
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329231
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
Adams Seewald L., Rodrigues VF., Ollenschläger M., Stoffel Antunes R., Andre da Costa C., da Rosa Righi R., da Silveira Junior LG., Maier A., Eskofier B., Fahrig R.:
Toward analyzing mutual interference on infrared-enabled depth cameras
In: Computer Vision and Image Understanding (2019)
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2018.09.010
Aholt K., Martindale C., Küderle A., Gaßner H., Gladow T., Rojo J., Villanueva-Mascato S., Klucken J., Arredondo Waldmeyer MT., Eskofier B.:
A Mobile Solution for Rhythmic Auditory Stimulation Gait Training
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, 23. July 2019 - 27. July 2019)
In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
DOI: 10.1109/EMBC.2019.8857143
Amores J., Fuste A., Richer R.:
Deep Reality: Towards Increasing Relaxation in VR by Subtly Changing Light, Sound and Movement Based on HR, EDA, and EEG
ACM Conference on Human Factors in Computing Systems (CHI 2019) (Glasgow, 4. May 2019 - 9. May 2019)
In: ACM (ed.): CHI 2019 Video Showcase 2019
DOI: 10.1145/3290607.3311770
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Amores-CHI-DeepReality.pdf
Amores J., Fuste A., Richer R., Maes P.:
Deep Reality: An Underwater VR Experience to Promote Relaxation by Unconscious HR, EDA, and Brain Activity Biofeedback
SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality (Los Angeles, 28. July 2019 - 1. August 2019)
In: ACM (ed.): SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality 2019
DOI: 10.1145/3306449.3328818
URL: https://www.mad.tf.fau.de/files/2020/01/2019-Amores-SIGGRAPH-DeepReality.pdf
Aubreville M., Stöve M., Oetter N., Goncalves M., Knipfer C., Neumann H., Bohr C., Stelzle F., Maier A.:
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images.
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 31-42
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1836-1
Dorschky E., Krüger D., Kurfess N., Schlarb H., Wartzack S., Eskofier B., van den Bogert AJ.:
Optimal control simulation predicts effects of midsole materials on energy cost of running
In: Computer Methods in Biomechanics and Biomedical Engineering (2019)
ISSN: 1025-5842
DOI: 10.1080/10255842.2019.1601179
URL: https://www.mad.tf.fau.de/files/2019/08/201904_CMBBE_Dorschky.pdf
Dorschky E., Nitschke M., Seifer AK., van den Bogert AJ., Eskofier B.:
Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
In: Journal of Biomechanics (2019)
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2019.07.022
URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
Feigl T., Roth D., Gradl S., Wirth M., Latoschik ME., Eskofier B., Philippsen M., Mutschler C.:
Sick Moves! Motion Parameters as Indicators of Simulator Sickness
In: IEEE Transactions on Visualization and Computer Graphics 25 (2019), p. 3146-3157
ISSN: 1077-2626
DOI: 10.1109/TVCG.2019.2932224
URL: https://ieeexplore.ieee.org/document/8798880
Gaßner H., Raccagni C., Eskofier B., Klucken J., Wenning GK.:
The Diagnostic Scope of Sensor-Based Gait Analysis in Atypical Parkinsonism: Further Observations
In: Frontiers in Neurology 10 (2019)
ISSN: 1664-2295
DOI: 10.3389/fneur.2019.00005
Gaßner H., Steib S., Klamroth S., Pasluosta CF., Adler W., Eskofier B., Pfeifer K., Winkler J., Klucken J.:
Perturbation Treadmill Training Improves Clinical Characteristics of Gait and Balance in Parkinson's Disease
In: Journal of Parkinson's Disease 9 (2019), p. 413-426
ISSN: 1877-7171
DOI: 10.3233/JPD-181534
Gladow T., Gaßner H., Ullrich M., Hannink J., Roth N., Marxreiter F., Küderle A., Kohl Z., Winkler J., Eskofier B., Klucken J.:
Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions
Gradl S., Wirth M., Mächtlinger N., Poguntke R., Wonner A., Rohleder N., Eskofier BM.:
The Stroop Room: A Virtual Reality-Enhanced Stroop Test
VRST '19: 25th ACM Symposium on Virtual Reality Software and Technology (Sydney)
DOI: 10.1145/3359996.3364247
Gradl S., Wirth M., Richer R., Rohleder N., Eskofier B.:
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329233
URL: https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf
Groh B., Eskofier B., Schottenhamml J., Drory A.:
Unobtrusive Estimation of In-Stroke Boat Rotation in Rowing Using Wearable Sensors
12th International Symposium on Computer Science in Sport (IACSS) (Moscow, Russia, 8. July 2019 - 10. July 2019)
In: Springer (ed.): Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) 2019
DOI: 10.1007/978-3-030-35048-2_14
Haji Ghassemi N., Hannink J., Roth N., Gaßner H., Marxreiter F., Klucken J., Eskofier B.:
Turning analysis during standardized test using on-shoe wearable sensors in parkinson’s disease
In: Sensors 19 (2019), Article No.: 3103
ISSN: 1424-8220
DOI: 10.3390/s19143103
Jahn K., Freiberger E., Eskofier B., Bollheimer C., Klucken J.:
Balance and mobility in geriatric patients
In: Zeitschrift für Gerontologie und Geriatrie 52 (2019), p. 316-323
ISSN: 0948-6704
DOI: 10.1007/s00391-019-01561-z
Kara DD., Ring M., Mehringer W., Eskofier B., Hennig F., Michelson G.:
Detection of Mild Traumatic Brain Injury by a Virtual Reality System
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, CANADA, 28. April 2019 - 2. May 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
Interindividual Balance Adaptations in Response to Perturbation Treadmill Training in Persons With Parkinson Disease
In: Journal of Neurologic Physical Therapy 43 (2019), p. 224-232
ISSN: 1557-0576
DOI: 10.1097/NPT.0000000000000291
Klein J., Zrenner M., Dümler B., Eskofier B.:
Development of Algorithms for Computing Knee Stability Parameters Using a Sensor Equipped Knee Sleeve
ORTHO – Kongress der Master, Orthopädie 4.0 (Weiden, 26. June 2019 - 26. June 2019)
Klucken J., Gladow T., Hilgert JG., Stamminger M., Weigand C., Eskofier B.:
„Wearables“ in der Behandlung neurologischer Erkrankungen – wo stehen wir heute?
In: Der Nervenarzt 90 (2019), p. 787-795
ISSN: 0028-2804
DOI: 10.1007/s00115-019-0753-z
Kurz J., Tharmalingam V., Pryakhina N., Hunger A., Ollenschläger M., Eskofier B.:
A wearable obstacle detection system for visually impaired people
41st International Engineering in Medicine and Biology Conference (Berlin, 23. July 2019 - 27. July 2019)
In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
Maier J., Black M., Hall M., Choi JH., Levenston M., Gold G., Fahrig R., Eskofier B., Maier A.:
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
Bildverarbeitung für die Medizin 2019 (Lübeck, 17. March 2019 - 19. March 2019)
In: Bildverarbeitung für die Medizin 2019 2019
DOI: 10.1007/978-3-658-25326-4_21
URL: https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21
Marra G., Zanca D., Betti A., Gori M.:
Learning Activation Functions by Means of Kernel Based Neural Networks
Springer, 2019
ISBN: 9783030351656
DOI: 10.1007/978-3-030-35166-3_30
Martindale C., Roth N., Gaßner H., List J., Regensburger M., Eskofier B., Kohl Z.:
Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients
In: IEEE Journal of Biomedical and Health Informatics (2019)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2019.2937574
Martindale C., Sprager S., Eskofier B.:
Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables
In: Sensors 198 (2019), Article No.: 1820
ISSN: 1424-8220
DOI: 10.3390/s19081820
URL: https://www.mdpi.com/1424-8220/19/8/1820
Michelson G., Kutzner B., Mehringer W., Paulus J., Ring M., Eskofier B.:
Dichoptic Binocular Vision Training Improved Stereo Vision in Top Athletes
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, 28. April 2019 - 2. May 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
Minakaki G., Canneva F., Chevessier F., Bode F., Menges S., Timotius I., Kalinichenko L., Meixner H., Müller CP., Eskofier B., Casadei N., Riess O., Schröder R., Winkler J., Xiang W., von Hörsten S., Klucken J.:
Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy
In: Behavioural Brain Research 363 (2019), p. 199-215
ISSN: 0166-4328
DOI: 10.1016/j.bbr.2018.11.035
URL: https://www.sciencedirect.com/science/article/pii/S016643281830754X
Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
Correction to: Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (J Neuroeng Rehabil (2019) 16:77 DOI: 10.1186/s12984-019-0548-2)
In: Journal of neuroEngineering and rehabilitation 16 (2019), Article No.: 98
ISSN: 1743-0003
DOI: 10.1186/s12984-019-0567-z
Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease
In: Journal of neuroEngineering and rehabilitation 16 (2019)
ISSN: 1743-0003
DOI: 10.1186/s12984-019-0548-2
Niitsoo A., Edelhäußer T., Hadaschik N., Eberlein E., Mutschler C.:
A Deep Learning Approach to Position Estimation from Channel Impulse Responses
In: Sensors 19 (2019), p. 1-23
ISSN: 1424-8220
DOI: 10.3390/s19051064
URL: https://www.mdpi.com/1424-8220/19/5/1064
Nitschke M., Dorschky E., Schlarb H., Eskofier B., van den Bogert AJ., Koelewijn A.:
Turning a corner in predictive musculoskeletal simulations of gait using implicit dynamics
Dynamic Walking 2019 (Canmore, Alberta, 3. June 2019 - 6. June 2019)
In: 14th Annual Dynamic Walking Conference 2019 2019
URL: https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf
Poguntke R., Wirth M., Gradl S.:
Same same but different: Exploring the effects of the stroop color word test in virtual reality
17th IFIP TC13 International Conference on Human-Computer Interaction, INTERACT 2019 (Paphos, 2. September 2019 - 6. September 2019)
In: David Lamas, Fernando Loizides, Lennart Nacke, Helen Petrie, Marco Winckler, Panayiotis Zaphiris (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-29384-0_42
Rico Olarte C.:
Affective Video Games: A Systematic Mapping Study
Rodrigues VF., da Rosa Righi R., Andre da Costa C., Eskofier B., Maier A.:
On Providing Multi-Level Quality of Service for Operating Rooms of the Future.
In: Sensors 19 (2019)
ISSN: 1424-8220
DOI: 10.3390/s19102303
Schink K., Gaßner H., Reljic D., Herrmann HJ., Kemmler W., Schwappacher R., Meyer J., Eskofier B., Winkler J., Neurath M., Klucken J., Zopf Y.:
Assessment of gait parameters and physical function in patients with advanced cancer participating in a 12-week exercise and nutrition programme: A controlled clinical trial
In: European Journal of Cancer Care (2019), Article No.: e13199
ISSN: 0961-5423
DOI: 10.1111/ecc.13199
Schwertner MA., Rigo SJ., Araujo DA., Silva AB., Eskofier B.:
Fostering natural language question answering over knowledge bases in oncology EHR
32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019 (Cordoba, 5. June 2019 - 7. June 2019)
In: Proceedings - IEEE Symposium on Computer-Based Medical Systems 2019
DOI: 10.1109/CBMS.2019.00102
Schwinn L., Haderlein T., Nöth E., Maier A.:
Impact of Pathologies on Automatic Age Estimation
Fortschritte der Akustik - DAGA 2019 (DAGA 2019 - 45. Jahrestagung für Akustik) (Rostock, 18. March 2019 - 21. March 2019)
In: Deutsche Gesellschaft für Akustik e.V. (ed.): Fortschritte der Akustik - DAGA 2019, Rostock: 2019
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Schwinn19-IOP.pdf
Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
Effects of perturbed treadmill training on Parkinsonian gait: time-course, sustainability, and transfer effects
Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, CH, 16. January 2019 - 18. January 2019)
In: Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten. Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik vom 16.-18. Januar 2019 in Bern 2019
DOI: 10.7892/boris.123517
URL: https://boris.unibe.ch/123517/
Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
Exploring gait adaptations to perturbed and conventional treadmill training in Parkinson’s disease: Time-course, sustainability, and transfer
In: Human Movement Science (2019)
ISSN: 0167-9457
DOI: 10.1016/j.humov.2019.01.007
Thies M., Maier J., Eskofier B., Maier A., Levenston M., Gold G., Fahrig R.:
Automatic orientation estimation of inertial sensors in C-Arm CT Projections
In: Current Directions in Biomedical Engineering 5 (2019), p. 195-198
ISSN: 2364-5504
DOI: 10.1515/cdbme-2019-0050
Timotius I., Canneva F., Minakaki G., Moceri S., Plank AC., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases
In: Journal of Neuroscience Methods 326 (2019), Article No.: 108367
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2019.108367
URL: https://www.sciencedirect.com/science/article/pii/S0165027019302249
Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Winkler J., Klucken J., Casadei N., Riess O., Eskofier B., von Hörsten S.:
Silhouette-Length-Scaled Gait Parameters for Motor Functional Analysis in Mice and Rats
In: eNeuro 6 (2019), Article No.: ENEURO.0100-19.2019
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0100-19.2019
URL: https://www.eneuro.org/content/6/6/ENEURO.0100-19.2019
Ullrich M., Hannink J., Gaßner H., Klucken J., Eskofier B., Kluge F.:
Unsupervised harmonic frequency-based gait sequence detection for Parkinson’s disease
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Chicago, 19. May 2019 - 22. May 2019)
DOI: 10.1109/BHI.2019.8834660
Vásquez-Correa JC., Klumpp P., Arias-Vergara T., Strauß M., Küderle A., Roth N., Bayerl S., García-Ospina N., Perez Toro PA., Parra-Gallego LF., Rios-Urrego CD., Escobar-Grisales D., Orozco-Arroyave JR., Eskofier B., Nöth E.:
Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, 15. September 2019 - 19. September 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-8003
URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
Wanner P., Hamacher D., Schmautz T., Eskofier B., Pfeifer K., Steib S.:
Einfluss von Lauftempo und neuromuskulärer Ermüdung auf die dynamische Laufstabilität des Fußes bei Sportlern mit chronischer Sprunggelenkinstabilität
24. Sportwissenschaftlicher Hochschultag der dvs (Berlin, 18. September 2019 - 20. September 2019)
In: Arampatzis, A., Braun, S., Schmitt, K., Wolfarth, B (ed.): Sport im öffentlichen Raum - Abstractband des 24. dvs-Hochschultags, Hamburg: 2019
Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
Ankle angle variability during running in athletes with chronic ankle instability and copers
In: Gait & Posture 68 (2019), p. 329–334
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2018.11.038
URL: https://www.sciencedirect.com/science/article/pii/S096663621830345X
Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
Athletes with chronic ankle instability demonstrate altered ankle angle variability during running compared to copers
Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, 16. January 2019 - 18. January 2019)
In: Klostermann, A., Vater, C., & Hossner, E.-J. (ed.): Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik 2019
DOI: 10.7892/boris.123517
URL: https://boris.unibe.ch/123517/
Zanca D., Gori M., Rufa A.:
A unified computational framework for visual attention dynamics
Elsevier B.V., 2019
(Progress in Brain Research, Vol.249)
ISBN: 9780444642547
DOI: 10.1016/bs.pbr.2019.01.001
Zrenner M., Feldner C., Jensen U., Richer R., Roth N., Eskofier B.:
Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
DOI: 10.1007/978-3-030-35048-2_13

Amores J., Richer R., Zhao N., Maes P., Eskofier B.:
Promoting Relaxation Using Virtual Reality, Olfactory Interfaces and Wearable EEG
2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, NV, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/BSN.2018.8329668
URL: https://www.mad.tf.fau.de/files/2018/04/2018-Amores-BSN-PRVR.pdf
Blank P., Eskofier B.:
Smart Racket – Echtzeitfeedbacksystem im Tischtennis
19. Frühjahrsschule Technologien im Leistungssport (Leipzig, 14. May 2018 - 15. May 2019)
In: Ina Fichtner, Institut für angewandte Trainingswissenschaft (ed.): Technologien im Leistungssport 3, Aachen: 2018
Blumenthal DB., Bougleux S., Gamper J., Brun L.:
Ring based approximation of graph edit distance
Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2018 and Statistical Techniques in Pattern Recognition, SPR 2018 (Beijing, 17. August 2018 - 19. August 2018)
In: Edwin R. Hancock, Tin Kam Ho, Battista Biggio, Richard C. Wilson, Antonio Robles-Kelly, Xiao Bai (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018
DOI: 10.1007/978-3-319-97785-0_28
Blumenthal DB., Daller E., Bougleux S., Brun L., Gamper J.:
Quasimetric Graph Edit Distance as a Compact Quadratic Assignment Problem
24th International Conference on Pattern Recognition, ICPR 2018 (Beijing, 20. August 2018 - 24. August 2018)
In: Proceedings - International Conference on Pattern Recognition 2018
DOI: 10.1109/ICPR.2018.8546055
Blumenthal DB., Gamper J.:
Improved lower bounds for graph edit distance
In: IEEE Transactions on Knowledge and Data Engineering 30 (2018), p. 503-516
ISSN: 1041-4347
DOI: 10.1109/TKDE.2017.2772243
Ceron JD., López DM., Eskofier B.:
Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach
In: Proceedings 2 (2018), p. 1265
ISSN: 2504-3900
DOI: 10.3390/proceedings2191265
Chondrogiannis T., Bouros P., Gamper J., Leser U., Blumenthal DB.:
Finding k-dissimilar paths with minimum collective length
26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018 (Seattle, WA, 6. November 2018 - 9. November 2018)
In: Li Xiong, Roberto Tamassia, Kashani Farnoush Banaei, Ralf Hartmut Guting, Erik Hoel (ed.): GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2018
DOI: 10.1145/3274895.3274903
Cibis T., Preikschat S., Minh DN., Jones P., Eskofier B., Mcewan A.:
Identification of electrical impedance tomography as simulation system emulating the electroreceptive system in aquatic animals
1st International IEEE Life-Science Conference, LSC 2017 (Sydney, NSW, 13. December 2017 - 15. December 2017)
In: 2017 IEEE Life Sciences Conference, LSC 2017 2018
DOI: 10.1109/LSC.2017.8268171
Da Costa CA., Pasluosta CF., Eskofier B., Da Silva DB., Righi RDR.:
Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards
In: Artificial Intelligence in Medicine 89 (2018), p. 61-69
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2018.05.005
Dreyer F., Cantone M., Eberhardt M., Jaitly T., Walter L., Wittmann J., Gupta S., Khan FM., Wolkenhauer O., Puetzer BM., Jäck HM., Heinzerling L., Vera J.:
A web platform for the network analysis of high-throughput data in melanoma and its use to investigate mechanisms of resistance to anti-PD1 immunotherapy
In: Biochimica et Biophysica Acta - Molecular Basis of Disease 1864 (2018), p. 2315-2328
ISSN: 0925-4439
DOI: 10.1016/j.bbadis.2018.01.020
Feigl T., Mutschler C., Philippsen M.:
Supervised Learning for Yaw Orientation Estimation
(2018)
ISSN: 2471-917X
DOI: 10.1109/IPIN.2018.8533811
URL: https://www2.cs.fau.de/publication/download/IPIN2018a.pdf
Feigl T., Nowak T., Philippsen M., Edelhäußer T., Mutschler C.:
Recurrent Neural Networks on Drifting Time-of-Flight Measurements
9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (Nantes, 24. September 2018 - 27. September 2018)
In: Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) 2018
DOI: 10.1109/IPIN.2018.8533813
URL: https://www2.cs.fau.de/publication/download/IPIN2018b.pdf
Ghimire B., Seitz J., Mutschler C.:
Indoor Positioning using OFDM-based Visible Light Communication System
9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24. September 2018 - 27. September 2018)
In: 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
Gorse L., Löffler C., Mutschler C., Philippsen M.:
Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems
15th Workshop on Positioning, Navigation and Communications (WPNC'18) (Bremen, 25. October 2018 - 26. October 2018)
In: Proceedings of the 15th Workshop on Positioning, Navigation and Communications (WPNC'18) 2018
DOI: 10.1109/WPNC.2018.8555846
URL: https://www2.cs.fau.de/publication/download/WPNC2018.pdf
Gradl S., Wirth M., Zillig T., Eskofier B.:
Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors
15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018
DOI: 10.1109/BSN.2018.8329681
Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease.
In: Sensors 18 (2018)
ISSN: 1424-8220
DOI: 10.3390/s18010145
Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease
In: Sensors (2018)
ISSN: 1424-8220
DOI: 10.3390/s18010145
URL: http://www.mdpi.com/1424-8220/18/1/145
Hannink J., Kautz T., Pasluosta CF., Barth J., Schülein S., Gaßmann KG., Klucken J., Eskofier B.:
Mobile Stride Length Estimation with Deep Convolutional Neural Networks.
In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 354 - 362
ISSN: 2168-2194
DOI: 10.1109/JBHI.2017.2679486
URL: https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Mobile-Stride-Length-Estimation-with-Deep-Convolutional-Neural-Networks-1.pdf
Ivanovic M., Ring M., Baronio F., Calza S., Vukcevic V., Hadzievski L., Maluckov A., Eskofier B.:
ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients
In: Biomedical Physics and Engineering Express 5 (2018), p. 015012
ISSN: 2057-1976
DOI: 10.1088/2057-1976/aaebec
Lloyd DFA, van Poppel M, Schultz A, Pushparajah K, Simpson J, van Amerom JFP, Kainz B, Kuklisova-Murgasova M, Vigneswaran T, Charakida M, Miller O, Zidere V, Sharland G, Rutherford M, Hajnal J, Razavi R:
MOTION CORRECTED FETAL CARDIAC MRI INCREASES DIAGNOSTIC CONFIDENCE IN CLINICALLY CHALLENGING CASES
In: Heart 104 (2018), p. A11-A11
ISSN: 1355-6037
DOI: 10.1136/heartjnl-2017-BCCA.31
Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
Individuelle Therapieeffekte: Analyse interindividueller Unterschiede in der Anpassung der Gleichgewichtsfähigkeit nach Laufbandtherapie bei Parkinsonpatienten
3. Symposium Physiotherapiewissenschaft (Lübeck, 16. November 2018 - 17. November 2018)
Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
Laufbandtherapie in der Neurorehabilitation: Evidenz und Anwendungsspektrum
In: Neurologie & Rehabilitation, 2018 (7. Gemeinsame Jahrestagung der Deutschen Gesellschaft für Neurorehabilitation e. V. (DGNR) und der Deutschen Gesellschaft für Neurotraumatologie und Klinische Neurorehabilitation e. V. (DGNKN))
Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
Sensomotorisches Laufbandtraining in der Rehabilitation von Gangstörungen bei Patienten mit Morbus Parkinson
In: Deutsche Rentenversicherung Bund (ed.): 27. Rehabilitationswissenschaftliches Kolloquium: Rehabilitation bewegt!, 2018, p. 356-357 (DRV-Schriften, Vol.113)
ISBN: 978-3-9817814-8-9
Kluge F., Hannink J., Pasluosta CF., Klucken J., Gaßner H., Gelse K., Eskofier B., Krinner S.:
Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty
In: Gait & Posture 66 (2018), p. 194-200
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2018.08.026
URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2018_gp_proof.pdf
Koelewijn A., Dorschky E., van den Bogert AJ.:
A metabolic energy expenditure model with a continuous first derivative and its application to predictive simulations of gait
In: Computer Methods in Biomechanics and Biomedical Engineering 21 (2018), p. 521 - 531
ISSN: 1025-5842
DOI: 10.1080/10255842.2018.1490954
Lee SI., Eskofier B.:
Special issue on wearable computing and machine learning for applications in sports, health, and medical engineering
In: Applied Sciences 8 (2018), Article No.: 167
ISSN: 2076-3417
DOI: 10.3390/app8020167
Löffler C., Riechel S., Fischer J., Mutschler C.:
Evaluation Criteria for Inside-Out Indoor Positioning Systems Based on Machine Learning
In: International Conference on Indoor Positioning and Indoor Navigation (IPIN), Nantes, France: 2018
DOI: 10.1109/ipin.2018.8533862
URL: https://ieeexplore.ieee.org/document/8533862
Maier J., Aichert A., Mehringer W., Bier B., Eskofier B., Levenston M., Gold G., Fahrig R., Bonaretti S., Maier A.:
Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, 10. November 2018 - 17. November 2018)
In: Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2018
DOI: 10.1109/nssmic.2018.8824463
Martindale C., Roth N., Gaßner H., Jensen D., Kohl Z., Eskofier B.:
Mobile Gait Analysis Using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients
In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018
DOI: 10.1109/EMBC.2018.8513508
URL: https://www.mad.tf.fau.de/files/2018/09/embc2018_martindale.pdf
Martindale C., Roth N., Hannink J., Sprager S., Eskofier B.:
Smart Annotation Tool for Multi-sensor gait based daily activity data
In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 2018
DOI: 10.1109/PERCOMW.2018.8480193
URL: https://www.mad.tf.fau.de/files/2018/09/percom2018_martindale.pdf
Marxreiter F., Gaßner H., Borozdina O., Barth J., Kohl Z., Schlachetzki J., Thun-Hohenstein C., Volc D., Eskofier B., Winkler J., Klucken J.:
Sensor-based gait analysis of individualized improvement during apomorphine titration in Parkinson's disease
In: Journal of Neurology 265 (2018), p. 2656-2665
ISSN: 0340-5354
DOI: 10.1007/s00415-018-9012-7
Maurer M., Kautz T., Schlenzig A., Hiemann A., Zrenner M., Eskofier B.:
Classification of Match Phases in Handball
12. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs) (München, 5. September 2018 - 7. September 2018)
Maurer M., Zrenner M., Reynolds D., Dümler B., Eskofier B.:
Sleeve Based Knee Angle Calculation for Rehabilitation
2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, Nevada, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329644
Moceri S., Canneva F., Habermeyer J., Dobner J., Schulze-Krebs A., Puchades M., Bjaalie JG., Kohl Z., Winkler J., Timotius I., Eskofier B., Schilling S., Demuth HU., Hartlage-Rübsamen M., Rossner S., Casadei N., Riess O., von Hörsten S.:
Association of early phenotypic behavioral alterations in human alpha-synuclein overexpressing transgenic rats with alpha-synuclein/huntingtin/amyloid-beta protein cross-seeding
Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting (Torino, 15. March 2018 - 18. March 2018)
In: Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting 2018
Niitsoo A., Edelhaeusser T., Mutschler C.:
Convolutional Neural Networks for Position Estimation in TDoA-based Locating Systems
9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24. September 2018 - 27. September 2018)
In: IEEE (ed.): 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
DOI: 10.1109/IPIN.2018.8533766
URL: https://www.mad.tf.fau.de/files/2018/07/Convolutional-Neural-Networks-for-Position-Estimation-in-TDoA-based-Locating-Systems.pdf
Nitschke M., Dorschky E., Seifer AK., Schlarb H., van den Bogert AJ., Eskofier B.:
Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
Nowak T., Hartmann M., Thielecke J., Hadachik N., Mutschler C.:
Super-Resolution in RSS-based Direction-of-Arrival Estimation
DOI: 10.1109/ipin.2018.8533684
URL: https://www.mad.tf.fau.de/files/2018/07/SuperResolutionInRSSBasedDirectionOfArrivalEstimation.pdf
Orlemann T., Reljic D., Zenker B., Meyers J., Eskofier B., Thiemt J., Herrmann HJ., Neurath M., Zopf Y.:
A Novel Mobile Phone App (OncoFood) to Record and Optimize the Dietary Behavior of Oncologic Patients: Pilot Study
In: JMIR Cancer 4 (2018)
ISSN: 2369-1999
DOI: 10.2196/10703
Pasluosta CF., Hannink J., Gaßner H., von Tscharner V., Winkler J., Klucken J., Eskofier B.:
Motor output complexity in Parkinson's disease during quiet standing and walking: Analysis of short-term correlations using the entropic half-life.
In: Human movement science 58 (2018), p. 185-194
ISSN: 1872-7646
DOI: 10.1016/j.humov.2018.02.005
Raccagni C., Gaßner H., Eschlboeck S., Boesch S., Krismer F., Seppi K., Poewe W., Eskofier B., Winkler J., Wenning G., Klucken J.:
Sensor-based gait analysis in atypical parkinsonian disorders
In: Brain and Behavior 8 (2018)
ISSN: 2162-3279
DOI: 10.1002/brb3.977
Richer R., Zhao N., Amores J., Eskofier B., Paradiso JA.:
Real-time Mental State Recognition using a Wearable EEG
40th International Engineering in Medicine and Biology Conference (EMBC) (Honolulu, Hawaii, 17. July 2018 - 21. July 2018)
DOI: 10.1109/embc.2018.8513653
URL: https://www.mad.tf.fau.de/files/2019/02/2018-Richer-EMBC-MentalStateEEG.pdf
Rico Olarte C.:
Objective Method for User Experience Evaluation of Children with SLD on HapHop-Physio (Thesis, 2018)
Rico Olarte C., López DM., Kepplinger S.:
Towards a conceptual framework for the objective evaluation of user experience
7th International Conference on Design, User Experience, and Usability: Theory and Practice - DUXU 2018 Held as part of the 20th International Conference on Human-Computer Information – HCI International 2018 (Caesars Palace Hotel Las Vegas, Nevada, EEUU, 15. July 2018 - 20. July 2018)
In: Lecture Notes in Computer Science - LNCS 10918 Design, User Experience, and Usability Theory and Practice 2018
DOI: 10.1007/978-3-319-91797-9_39
Roth N., Martindale C., Gaßner H., Kohl Z., Klucken J., Eskofier B.:
Synchronized sensor insoles for clinical gait analysis in home-monitoring applications
DOI: 10.1515/cdbme-2018-0103
Schellenberger S., Shi K., Mai M., Wiedemann JPW., Steigleder T., Eskofier B., Weigel R., Kölpin A.:
Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks
Computing in Cardiology (MECC Maastricht, 23. September 2018 - 26. September 2018)
DOI: 10.22489/cinc.2018.104
Stefke A., Wilm F., Richer R., Gradl S., Eskofier B., Forster C., Namer B.:
"MigraineMonitor" – Towards a System for the Prediction of Migraine Attacks using Electrostimulation
52th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) (Aachen, 26. September 2018 - 28. September 2018)
In: Current Directions in Biomedical Engineering 2018
DOI: 10.1515/cdbme-2018-0151
URL: https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf
Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
Gait adaptations to treadmill training in Parkinson’s patients: effects of perturbation, sustainability, and moderators
In: Murphy, M., Boreham, C., De Vito, G., Tsolakidis, E. (ed.): Book of Abstracts, 2018, p. 335
ISBN: 978-3-9818414-1-1
Stoffel Antunes R., Adams Seewald L., Rodrigues VF., Facco Rodrigues V., Andre da Costa C., da Silveira Junior LG., da Rosa Righi R., Maier A., Eskofier B., Ollenschläger M., Naderi Boldaji F., Fahrig R., Bauer S., Klein S., Campanatti G.:
A Survey of Sensors in Healthcare Workflow Monitoring
In: ACM Computing Surveys 51 (2018), Article No.: 42
ISSN: 0360-0300
DOI: 10.1145/3177852
URL: https://dl.acm.org/citation.cfm?id=3177852
Stöve M., Aubreville M., Oetter N., Knipfer C., Neumann H., Stelzle F., Maier A.:
Motion Artifact Detection in Confocal Laser Endomicroscopy Images
Bildverarbeitung für die Medizin 2018 (Erlangen, Germany, 11. March 2018 - 13. March 2018)
In: Bildverarbeitung für die Medizin 2018. Informatik aktuell., Berlin, Heidelberg: 2018
DOI: 10.1007/978-3-662-56537-7_85
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stoeve18-MAD.pdf
Stöve M., Eskofier B.:
Last length estimation in football
Spinfortec 2018 (Garching b. München, 6. September 2018 - 7. September 2018)
In: Sportinformatik XII 2018
Thürauf S.:
Accurate and Efficient Calibration of a Robotic C-Arm System Based on X-Ray Observations (Dissertation, 2018)
Timotius I., Canneva F., Minakaki G., Moceri S., Casadei N., Riess O., Winkler J., von Hörsten S., Eskofier B., Klucken J.:
Systematic Data Analysis and Data Mining in Gait Analysis by Heat Mapping
11th International Conference on Methods and Techniques in Behavioral Research (Manchester, 5. June 2018 - 8. June 2018)
In: Robyn Grant, Tom Allen, Andrew Spink (ed.): Measuring Behavior 2018, UK: 2018
Open Access: https://www.measuringbehavior.org/mb2018/Publications
URL: https://www.measuringbehavior.org/mb2018/Publications
Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter
In: Journal of Neuroscience Methods 296 (2018), p. 1-11
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2017.12.004
URL: http://www.sciencedirect.com/science/article/pii/S0165027017304211
Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis
In: Data in Brief 17 (2018), p. 189-193
ISSN: 2352-3409
DOI: 10.1016/j.dib.2017.12.067
URL: https://www.sciencedirect.com/science/article/pii/S2352340918300015
Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
Rodent’s Stride Length Depends on Body Size: Implications for CatWalk Assay
11th International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior 2018) (Manchester, 5. June 2018 - 8. June 2018)
In: Robyn Grant, Tom Allen, Andrew Spink, Matthew Sullivan (ed.): Measuring Behavior 2018, UK: 2018
Open Access: https://www.measuringbehavior.org/mb2018/Publications
URL: https://www.measuringbehavior.org/mb2018/Publications
Tobola A., Leutheuser H., Pollak M., Spies P., Hofmann C., Weigand C., Eskofier B., Fischer G.:
Self-powered Multiparameter Health Sensor
In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 15-22
ISSN: 2168-2194
Ullrich M., Gladow T., Roth N., Küderle A., Ollenschläger M., Gaßner H., Winkler J., Klucken J., Eskofier B.:
FallRiskPD: Long-term fall risk classification for Parkinson’s disease via intelligent sensor-based gait analysis in the home environment (Talk)
European Falls Festival 2018 (Manchester, 2. July 2018 - 3. July 2018)
In: European Falls Festival, 2nd and 3rd July 2018, Manchester, United Kingdom, ABSTRACT BOOKLET 2018
URL: http://eufallsfest.eu/documents/Abstract Booklet.pdf
Riquelme P., Haarer J., Kammler A., Walter L., Tomiuk S., Ahrens N., Wege A., Goecze I., Zecher D., Banas B., Spang R., Fändrich F., Lutz M., Sawitzki B., Schlitt H., Ochando J., Geissler E., Hutchinson J.:
TIGIT+ iTregs elicited by human regulatory macrophages control T cell immunity
In: Nature Communications 9 (2018), Article No.: 2858
ISSN: 2041-1723
DOI: 10.1038/s41467-018-05167-8
Walter L., Heinzerling L.:
Braf inhibitors and radiation do not act synergistically to inhibit WT and V600E BRAF human melanoma
In: Anticancer Research 38 (2018), p. 1335-1341
ISSN: 0250-7005
DOI: 10.21873/anticanres.12356
Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
Unterschiede in der Sprunggelenksvariabilität beim Laufen zwischen Sportlern mit chronischer Instabilität und Copern
2. GAMMA Kongress (Hamburg, 9. February 2018 - 10. February 2018)
In: 2. GAMMA Kongress 2018
Wirth M., Gradl S., Poimann D., Richer R., Ottmann J., Eskofier B.:
Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA, 18. July 2018 - 21. July 2018)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2018
DOI: 10.1109/EMBC.2018.8513213
Wirth M., Gradl S., Poimann D., Schaefke H., Matlok S., Koerger H., Eskofier B.:
Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players
ACM SIGCHI Conference on Designing Interactive Systems 2018 (Hong Kong, 9. June 2018 - 13. June 2018)
In: ACM New York, NY, USA ©2018 (ed.): Proceedings of the 2018 Designing Interactive Systems Conference, New York: 2018
DOI: 10.1145/3196709.3196780
URL: https://dl.acm.org/citation.cfm?doid=3196709.3196780
Wirth M., Gradl S., Sembdner J., Kuhrt S., Eskofier B.:
Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology
31st Annual ACM Symposium on User Interface Software and Technology (UIST) (Berlin, 14. October 2018 - 17. October 2018)
In: UIST 2018: PROCEEDINGS OF THE 31ST ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, NEW YORK: 2018
DOI: 10.1145/3242587.3242636
Witchel HJ., Oberndorfer C., Needham R., Healy A., Westling CE., Guppy JH., Bush J., Barth J., Herberz C., Roggen D., Eskofier B., Rashid W., Chockalingam N., Klucken J.:
Thigh-Derived Inertial Sensor Metrics to Assess the Sit-to-Stand and Stand-to-Sit Transitions in the Timed Up and Go (TUG) Task for Quantifying Mobility Impairment in Multiple Sclerosis
In: Frontiers in Neurology 9 (2018)
ISSN: 1664-2295
DOI: 10.3389/fneur.2018.00684
Zanca D.:
FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity
(2018)
(Techreport)
Zrenner M., Gradl S., Jensen U., Ullrich M., Eskofier B.:
Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units
In: Sensors 18 (2018), Article No.: 4194
ISSN: 1424-8220
DOI: 10.3390/s18124194
Zrenner M., Ullrich M., Zobel P., Jensen U., Laser F., Groh B., Dümler B., Eskofier B.:
Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation
Body Sensor Networks Conference (BSN) (Las Vegas, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329670
von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
A wavelet based time frequency analysis of electromyograms to group steps of runners into clusters that contain similar muscle activation patterns
In: PLoS ONE (2018)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0195125
von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
Beta, gamma band, and high-frequency coherence of EMGs of vasti muscles caused by clustering of motor units
In: Experimental Brain Research (2018)
ISSN: 0014-4819
DOI: 10.1007/s00221-018-5356-6

Abdullahi Yari I., Zargari S.:
An Overview and Computer Forensic Challenges in Image Steganography
2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (Exeter, UK, 21. June 2017 - 23. June 2017)
In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) 2017
DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.60
URL: https://ieeexplore.ieee.org/document/8276778
Blank P., Groh B., Eskofier B.:
Ball Speed and Spin Estimation in Table Tennis Using a Racket-mounted Inertial Sensor
ACM International Symposium on Wearable Computers (Maui, Hawaii, USA, 11. September 2017 - 15. September 2017)
In: Proceedings of the 2017 ACM International Symposium on Wearable Computers 2017
DOI: 10.1145/3123021.3123040
Blumenthal DB., Gamper J.:
Correcting and speeding-up bounds for non-uniform graph edit distance
33rd IEEE International Conference on Data Engineering, ICDE 2017 (San Diego, CA, 19. April 2017 - 22. April 2017)
In: Proceedings - International Conference on Data Engineering 2017
DOI: 10.1109/ICDE.2017.57
Blumenthal DB., Gamper J.:
Exact computation of graph edit distance for uniform and non-uniform metric edit costs
11th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2017 (Anacapri, ITA, 16. May 2017 - 18. May 2017)
In: Pasquale Foggia, Mario Vento, Cheng-Lin Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017
DOI: 10.1007/978-3-319-58961-9_19
Cibis T., McEwan A., Sieber A., Eskofier B., Lippmann J., Friedl K., Bennett M.:
Diving into Research of Biomedical Engineering in Scuba Diving
In: IEEE Reviews in Biomedical Engineering 10 (2017), p. 323-333
ISSN: 1937-3333
DOI: 10.1109/RBME.2017.2713300
Drory A., Groh B., Eskofier B.:
Supervised Learning Approach to Markerless Acquisition of Rower Kinematics
26th Congress of the International Society of Biomechanics (ISB) (Brisbane, Australia, 23. July 2017 - 27. July 2017)
In: Proceedings of the 26th Congress of the International Society of Biomechanics (ISB) 2017
Eskofier B., Lee SI., Manuela B., Simon A., Martindale C., Gaßner H., Klucken J.:
An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring
In: Applied Sciences 7 (2017), Article No.: 986
ISSN: 2076-3417
DOI: 10.3390/app7100986
URL: http://www.mdpi.com/2076-3417/7/10/986
Gaßner H., Marxreiter F., Steib S., Kohl Z., Schlachetzki J., Adler W., Eskofier B., Pfeifer K., Winkler J., Klucken J.:
Gait and cognition in Parkinson’s disease: cognitive impairment is inadequately reflected by gait performance during dual task
In: Frontiers in Neurology 8 (2017), p. 550
ISSN: 1664-2295
DOI: 10.3389/fneur.2017.00550
Gelse K., Knorz S., Kluge F., Hotfiel T., Eskofier B., Krinner S.:
„Natural Running“: Biomechanischer Vergleich von Vorfuß- oder Rückfußlauf
GOTS 2017 (Berlin)
In: Sports Orthopaedics and Traumatology 2017
DOI: 10.1016/j.orthtr.2017.03.074
Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
In: Applied Sciences 7 (2017), Article No.: 1277
ISSN: 2076-3417
DOI: 10.3390/app7121277
Groh B., Fleckenstein M., Kautz T., Eskofier B.:
Classification and visualization of skateboard tricks using wearable sensors
In: Pervasive and Mobile Computing 40 (2017), p. 42-55
ISSN: 1574-1192
DOI: 10.1016/j.pmcj.2017.05.007
URL: https://authors.elsevier.com/a/1VDaj5bwSmo0qn
Groh B., Warschun F., Deininger M., Kautz T., Martindale C., Eskofier B.:
Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2017), Article No.: 53
ISSN: 2474-9567
DOI: 10.1145/3130918
URL: https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf
Hannink J., Gaßner H., Winkler J., Eskofier B., Klucken J.:
Inertial sensor-based estimation of peak accelerations during heel-strike and loading as markers of impaired gait patterns in PD patients
10. Deutscher Kongress für Parkinson und andere Bewegungsstörungen (Baden-Baden, Germany, 4. May 2017 - 6. May 2017)
DOI: 10.1016/j.baga.2017.02.002
Hannink J., Kluge F., Gaßner H., Klucken J., Eskofier B.:
Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2017, p. 129-132
DOI: 10.1109/BSN.2017.7936024
URL: http://ieeexplore.ieee.org/document/7936024/
Hannink J., Ollenschläger M., Kluge F., Roth N., Klucken J., Eskofier B.:
Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis.
In: Sensors 17 (2017)
ISSN: 1424-8220
DOI: 10.3390/s17091940
Kainz B., Bhatia K., Vercauteren T.:
Preface RAMBO 2017
Springer Verlag, 2017
ISBN: 9783319675633
URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-85029585297&origin=inward
Kautz T., Eskofier B., Pasluosta CF.:
Generic performance measure for multiclass-classifiers
In: Pattern Recognition 68 (2017), p. 111 - 125
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2017.03.008
Kautz T., Groh B., Hannink J., Jensen U., Strubberg H., Eskofier B.:
Activity recognition in beach volleyball using a Deep Convolutional Neural Network
In: Data Mining and Knowledge Discovery 31 (2017), p. 1678–1705
ISSN: 1573-756X
DOI: 10.1007/s10618-017-0495-0
Kluge F., Eskofier B.:
Letter to the Editor regarding "Gait recording with inertial sensors - How to determine initial and terminal contact" by Bötzel and colleagues.
In: Journal of Biomechanics 52 (2017), p. 183-184
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2016.07.043
Kluge F., Gaßner H., Hannink J., Pasluosta CF., Klucken J., Eskofier B.:
Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters
In: Sensors 17 (2017), p. 1522
ISSN: 1424-8220
DOI: 10.3390/s17071522
Kluge F., Krinner S., Lochmann M., Eskofier B.:
Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects
In: Gait & Posture 55 (2017), p. 145-149
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2017.04.012
URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2017_gp_proof.pdf
Knorz S., Kluge F., Gelse K., Schulz-Drost S., Hotfiel T., Lochmann M., Eskofier B., Krinner S.:
Three-Dimensional Biomechanical Analysis of Rearfoot and Forefoot Running
In: Orthopaedic Journal of Sports Medicine 5 (2017), Article No.: 232596711771906
ISSN: 2325-9671
DOI: 10.1177/2325967117719065
Leutheuser H., Heyde C., Röcker K., Gollhofer A., Eskofier B.:
Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
In: IEEE Transactions on Biomedical Engineering (2017)
ISSN: 0018-9294
DOI: 10.1109/TBME.2017.2675941
Leutheuser H., Lang N., Gradl-Trautvetter S., Struck M., Tobola A., Hofmann C., Anneken L., Eskofier B.:
Textile Integrated Wearable Technologies for Sports and Medical Applications
In: Stefan Schneegass, Oliver Amft (ed.): Smart Textiles, 2017, p. 359-382 (Human–Computer Interaction Series)
ISBN: 978-3-319-50124-6
Maier J., Black M., Bonaretti S., Bier B., Eskofier B., Choi JH., Levenston M., Gold G., Fahrig R., Maier A.:
Comparison of Different Approaches for Measuring Tibial Cartilage Thickness
In: Journal of integrative bioinformatics 14 (2017)
ISSN: 1613-4516
DOI: 10.1515/jib-2017-0015
Maier T., Kamm L.:
Moisture Sensor for Gravitation Dependent Plant Watering
68th International Astronautical Conference (IAC) (Adelaide, Australia, 25. September 2017 - 29. September 2017)
URL: https://www.researchgate.net/publication/319939522_Moisture_sensor_for_gravitation_dependent_plant_watering
Martindale C., Hönig FT., Strohrmann C., Eskofier B.:
Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models
In: Sensors 17 (2017)
ISSN: 1424-8220
DOI: 10.3390/s17102328
URL: http://www.mdpi.com/1424-8220/17/10/2328
Martindale C., Strauß M., Gaßner H., List J., Müller M., Klucken J., Kohl Z., Eskofier B.:
Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia
Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE (Jeju Island, South Korea, 11. July 2017 - 15. July 2017)
In: Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE 2017
DOI: 10.1109/EMBC.2017.8037062
URL: https://www.mad.tf.fau.de/files/2018/09/embc2017_martindale.pdf
Morgner P., Müller C., Ring M., Eskofier B., Riess C., Armknecht F., Benenson Z.:
Privacy Implications of Room Climate Data
In: Proceedings of the 22nd European Symposium on Research in Computer Security (ESORICS 2017) 2017
DOI: 10.1007/978-3-319-66399-9_18
URL: https://faui1-files.cs.fau.de/filepool/publications/esorics2017_privacy_room_climate.pdf
Nitschke M., Jian T., Bayer S., Ren Q., Maier A.:
SIFT Key-Points for Lung Tumor Detection in PET/CT Images
Medical Image Understanding and Analysis (MIUA) (Edinburgh)
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Nitschke17-SKF-talk.pdf
Pasluosta CF., Steib S., Klamroth S., Gaßner H., Goßler J., Hannink J., Von Tscharner V., Pfeifer K., Winkler J., Klucken J., Eskofier B.:
Acute Neuromuscular Adaptations in the Postural Control of Patients with Parkinson’s disease after Perturbed Walking
In: Frontiers in Aging Neuroscience 9 (2017), p. 316
ISSN: 1663-4365
DOI: 10.3389/fnagi.2017.00316
URL: https://www.frontiersin.org/articles/10.3389/fnagi.2017.00316/full
Rico Olarte C.:
User Experience Evaluation Methods in Games for Children with Cognitive Disabilities: A Systematic Review
Rico Olarte C.:
User experience evaluations in rehabilitation video games for children: a systematic mapping of the literature
Rico Olarte C., López DM., Narvaez S., Farinango CD., Pharow PS.:
HapHop-Physio: a computer game to support cognitive therapies in children
In: Psychology Research and Behavior Management 10 (2017), p. 209–217
ISSN: 1179-1578
DOI: 10.2147/PRBM.S130998
Ring M., Lohmueller C., Rauh M., Mester J., Eskofier B.:
Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise
In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 1306-1314
ISSN: 2168-2194
DOI: 10.1109/JBHI.2016.2598854
Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
Laufbandtraining mit Perturbation verbessert Gang- und Gleichgewichtskontrolle bein Parkinsonpatienten: Eine randomisiert-kontrollierte Pilotstudie
In: Schwirtz, A., Mess, F., Demetriou, Y. & Senner, V. (Hrsg.) (ed.): Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München, Hamburg: Feldhaus, 2017, p. 263
ISBN: 978-3-88020-655-7
Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
Perturbation during treadmill training improves dynamic balance and gait in Parkinson’s disease: A single-blind randomized controlled pilot trial
In: Neurorehabilitation and Neural Repair 31 (2017), p. 758-768
ISSN: 1545-9683
DOI: 10.1177/1545968317721976
URL: http://journals.sagepub.com/doi/abs/10.1177/1545968317721976?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub=pubmed
Thürauf S., Hornung O., Körner M., Vogt F., Nasseri MA., Knoll A.:
Absolute Accurate Calibration of a Robotic C-Arm System based on X-Ray Observations using a Kinematic Model
ICRA 2017 Workshop C4 Surgical Robots: Compliant, Continuum, Cognitive, and Collaborative
Open Access: https://www.researchgate.net/profile/Sabine-Thuerauf/publication/316789798_Absolute_Accurate_Calibration_of_a_Robotic_C-Arm_System_based_on_X-Ray_Observations_using_a_Kinematic_Model/links/598b42130f7e9b07d21f62be/Absolute-Accurate-Calibration-of-a-R
Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
Sportler mit Sprunggelenksinstabilität weisen im Vergleich zu Copern keine Veränderungen der Sprunggelenkskinematik beim Laufen auf
In: Schwirtz, A., Mess, F., Demetriou, Y. & Senner, V. (Hrsg.) (ed.): Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München, Hamburg: Feldhaus, 2017, p. 206
ISBN: 978-3-88020-655-7
Witchel HJ., Needham R., Healy A., Guppy JH., Bush J., Oberndorfer C., Herberz C., Westling CE., Kim D., Roggen D., Barth J., Eskofier B., Rashid W., Chockalingam N., Klucken J.:
Using wearable inertial sensors to compare different versions of the dual task paradigm during walking
35th Annual Conference of the European Association of Cognitive Ergonomics, ECCE 2017 (Umea, 20. September 2017 - 22. September 2017)
In: ACM International Conference Proceeding Series 2017
DOI: 10.1145/3121283.3121285
Zanca D., Gori M.:
Variational laws of visual attention for dynamic scenes
31st Annual Conference on Neural Information Processing Systems, NIPS 2017
In: 31st Annual Conference on Neural Information Processing Systems, NIPS 2017 2017
URL: https://papers.nips.cc/paper/2017/file/194cf6c2de8e00c05fcf16c498adc7bf-Paper.pdf

Christian J., Kluge F., Eskofier B., Schwameder H.:
Comparison of different marker sets for marker trajectory based classification of simulated gait impairments
21st Annu. Congr. Eur. Coll. Sport Sci. 2016 (Wien)
DOI: 10.5430/jbei.v3n1p10
Groh B., Fleckenstein M., Eskofier B., Groh B., Fleckenstein M., Eskofier B.:
Wearable Trick Classification in Freestyle Snowboarding
IEEE EMBS 13th Annual International Body Sensor Networks Conference (San Francisco, CA, USA, 14. June 2016 - 17. June 2016)
In: IEEE EMBS 13th Annual International Body Sensor Networks Conference 2016
DOI: 10.1109/BSN.2016.7516238
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Groh-BSN-WTC.pdf
Heinzerling L., Kirchberger MC., Walter L., Schuler G.:
Predicting the response to anti-PD1 therapy in metastatic melanoma
In: TRANSLATIONAL CANCER RESEARCH 5 (2016), p. S576-S579
ISSN: 2218-676X
DOI: 10.21037/tcr.2016.09.40
(anderer)
Leutheuser H., Gradl S., Anneken L., Lang N., Achenbach S., Eskofier B., Arnold M.:
Instantaneous P-and T-wave detection: Assessment of three ECG fiducial points detection algorithms
2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (University of California, San Francisco (UCSF) Mission Bay Conference CenterSan Francisco; United States, 14. June 2016 - 17. June 2016)
In: 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
Maier T., Kamm L.:
Capacitive Soil Moisture Sensor for Plant Watering
European Geosciences Union (EGU) 2016 General Assembly (Wien, Österreich, 17. April 2016 - 22. April 2016)
URL: https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf/https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf
Proske J., Walter L., Bumes E., Hutterer M., Vollmann-Zwerenz A., Eyüpoglu IY., Savaskan NE., Seliger C., Hau P., Uhl M., Walter L.:
Adaptive Immune Response to and Survival Effect of Temozolomide- and Valproic Acid-induced Autophagy in Glioblastoma
In: Anticancer Research 36 (2016), p. 899-905
ISSN: 0250-7005
Richer R., Groh B., Blank P., Dorschky E., Martindale C., Klucken J., Eskofier B.:
Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
DOI: 10.1109/BSN.2016.7516257
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
Rico Olarte C.:
Framework for data model to personalized health systems

Dorschky E., Schuldhaus D., Koerger H., Eskofier B.:
A framework for early event detection for wearable systems
International Symposium on Wearable Computers (Osaka)
In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
Dorschky E., van den Bogert AJ., Schlarb H., Eskofier B.:
Predictive Musculoskeletal Simulation of Uphill and Downhill Running
20th Annual Congress of the European College of Sport Science (Malmö - Schweden, 24. June 2015 - 27. June 2015)
In: Book of Abstracts of the 20th Annual Congress of the European College of Sport Science 2015
Mullan P., Kanzler C., Lorch B., Schroeder L., Winkler L., Larissa L., Riedel F., Richer R., Luckner C., Leutheuser H., Eskofier B., Pasluosta CF.:
Unobtrusive Heart Rate Estimation during Physical Exercise using Photoplethysmographic and Acceleration Data
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano)
In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015
Richer R., Maiwald T., Pasluosta CF., Hensel B., Eskofier B.:
Novel Human Computer Interaction Principles for Cardiac Feedback using Google Glass and Android Wear
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, MA, 9. June 2015 - 12. June 2015)
In: IEEE (ed.): 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015
DOI: 10.1109/BSN.2015.7299363
URL: https://www.mad.tf.fau.de/files/2018/04/2015-Richer-BSN-DailyHeart.pdf
Rico Olarte C., Giron Buitron EJ., Ceron Rios GM., Lopez Gutierrez DM.:
Towards a Standardized User Model for Personalized Systems in Health
In: Sistemas y Telemática 13 (2015), p. 9-29
ISSN: 1692-5238
DOI: 10.18046/syt.v13i34.2090
Selgrad K., Lier A., Köferl F., Stamminger M., Lohmann D.:
Lightweight, generative variant exploration for high-performance graphics applications
14th International Conference on Generative Programming: Concepts & Experiences (GPCE) (Pittsburgh, PA, 26. October 2015 - 27. October 2015)
In: ACM Bd. 51, Nr. 3 2015
DOI: 10.1145/2814204.2814220
Thürauf S., Hornung O., Körner M., Vogt F., Nasseri MA., Knoll A.:
Evaluation of a 9D-Position Measurement Method of a C-Arm Based on X-Ray Projections
MICCAI 2015 Workshop on Interventional Microscopy
Open Access: https://www.researchgate.net/profile/Sabine-Thuerauf/publication/293618214_Evaluation_of_a_9D-Position_Measurement_Method_of_a_C-Arm_Based_on_X-Ray_Projections/links/580f0e7f08aef766ef115909/Evaluation-of-a-9D-Position-Measurement-Method-of-a-C-Arm-B
Thürauf S., Vogt F., Hornung O., Körner M., Nasseri MA., Knoll A.:
Tuning of X-Ray Parameters for Noise Reduction of an Image-Based Focus Position Measurement of a C-Arm X-Ray System
IROS 2015 Workshop on Alternative Sensing for Robot Perception: Beyond Laser and Vision.
Open Access: https://www.researchgate.net/profile/Sabine-Thuerauf/publication/293617882_Tuning_of_X-Ray_Parameters_for_Noise_Reduction_of_an_Image-Based_Focus_Position_Measurement_of_a_C-Arm_X-Ray_System/links/580902ff08ae040813483b28/Tuning-of-X-Ray-Parameters-f

Abdullahi Yari I., Abubakar Gummi H.:
Design and Implementation of an Online Bus Ticketing System (A case study of Sokoto State Transport Authority) (Degree thesis, 2014)
URL: http://oer.udusok.edu.ng:8080/xmlui/bitstream/handle/123456789/889/Design and Implementation of Bus Ticketing System using PHP.pdf?sequence=1&isAllowed=y
Alagöz I., Löffler C., Schneider V., German R.:
Simulating the Energy Management on Smartphones Using Hybrid Modeling Techniques
17th International GI/ITG Conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance (MMB & DFT 2014) (Bamberg, Germany, 17. March 2014 - 19. March 2014)
In: Proceedings of the 17th International GI/ITG Conference, MMB & DFT 2014 2014
DOI: 10.1007/978-3-319-05359-2_15
URL: http://link.springer.com/chapter/10.1007/978-3-319-05359-2_15
Hannink J., Duits R., Bekkers EJ.:
Crossing-preserving multi-scale vesselness
Medical Image Computing and Computer-Assisted Intervention MICCAI 2014 (Cambridge, MA, 14. September 2014 - 18. September 2014)
In: Lecture Notes in Computer Science 2014
DOI: 10.1007/978-3-319-10470-6_75
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Hannink14-CMV.pdf
Mutschler C., Löffler C., Witt N., Edelhäußer T., Philippsen M.:
Predictive Load Management in Smart Grid Environments
8th ACM International Conference on Distributed Event-Based Systems (DEBS'14) (Mumbai, 26. May 2014 - 29. May 2014)
In: Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems (DEBS'14), New York: 2014
DOI: 10.1145/2611286.2611330
URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2014.pdf
Richer R., Blank P., Schuldhaus D., Eskofier B.:
Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices
2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, 16. June 2014 - 19. June 2014)
In: 2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2014
DOI: 10.1109/BSN.2014.20
URL: https://www.mad.tf.fau.de/files/2018/04/2014-Richer-BSN-Bikey.pdf
Schmidt M., Lochmann M., Eskofier B., Michelson G., Paulus J., Tong J.:
A coorelation study between the novel stereo vision perception test (StereoViPer Test) and the frisby test for measuring distance stereopsis
In: Investigative Ophthalmology & Visual Science 126 (2014)
ISSN: 0146-0404
URL: http://www.arvo.org/Annual\textunderscore Meeting/2014/Abstracts/2014\textunderscore Session\textunderscore Abstract\textunderscore PDFs/
Schwarzmeier A., Roth N., Weigel R., Fischer G., Kissinger D.:
A Fall Detection and Activity Monitoring Algorithm for a Tele-Care System Supporting Dementia and Alzheimer Patients
In: BMT 2014 - 48. Jahrestagung der DGBMT 2014
DOI: 10.1515/bmt-2014-4100
Hutchinson JA, Ahrens N, Riquelme P, Walter L, Gruber M, Böger CA, Farkas S, Scherer MN, Broichhausen C, Bein T, Schlitt HJ, Fändrich F, Banas B, Geissler EK:
Clinical management of patients receiving cell-based immunoregulatory therapy.
In: Transfusion 54 (2014), p. 2336-43
ISSN: 0041-1132
DOI: 10.1111/trf.12641
Managh AJ, Hutchinson RW, Riquelme P, Broichhausen C, Wege AK, Ritter U, Ahrens N, Koehl GE, Walter L, Florian C, Schlitt HJ, Reid HJ, Geissler EK, Sharp BL, Hutchinson JA:
Laser ablation-inductively coupled plasma mass spectrometry: an emerging technology for detecting rare cells in tissue sections.
In: Journal of Immunology 193 (2014), p. 2600-8
ISSN: 0022-1767
DOI: 10.4049/jimmunol.1400869

Hebenstreit F., Eskofier B., Blanke M., Lochmann M.:
Statistische Analyse Ensemble-gemittelter zyklischer Bewegungsdaten
Neue Ansätze in der Bewegungsforschung (Technische Universität Chemnitz, 13. March 2013 - 15. March 2013)
In: Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik (ed.): Proceeding of: Tagung Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Hebenstreit13-SAE.pdf
Klucken J., Barth J., Eskofier B., Winkler J.:
Biosensorische Bewegungserfassung beim Parkinson-Syndrom
In: Neurologie und Rehabilitation 19 (2013), p. 69-76
ISSN: 0947-2177
Löffler C., Mutschler C., Philippsen M.:
Evolutionary Algorithms that use Runtime Migration of Detector Processes to Reduce Latency in Event-Based Systems
2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) (Torino, Italy, 25. June 2013 - 27. June 2013)
In: Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) 2013
DOI: 10.1109/AHS.2013.6604223
URL: http://www2.informatik.uni-erlangen.de/publication/download/AHS2013.pdf
Paulus J., Michelson G., Barkowsky M., Hornegger J., Eskofier B., Schmidt M.:
Measurement of Individual Changes in the Performance of Human Stereoscopic Vision for Disparities at the Limits of the Zone of Comfortable Viewing
In: Proceedings of the IEEE (2013), p. 310--317
ISSN: 0018-9219
DOI: 10.1109/3DV.2013.48

Walter L, Neumann H:
Role of microglia in neuronal degeneration and regeneration.
In: Seminars in Immunopathology 31 (2009), p. 513-25
ISSN: 1863-2297
DOI: 10.1007/s00281-009-0180-5

Kainz B.:
Automatic differentiation for GPU-accelerated 2D/3D registration
2008
Kainz B., Grabner M., Rüther M.:
Fast marker based C-Arm pose estimation
11th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2008 (New York, NY)
DOI: 10.1007/978-3-540-85990-1_78
Reiter G., Reiter U., Kovacs G., Kainz B., Schmidt K., Maier R., Olschewski H., Rienmueller R.:
Magnetic resonance-derived 3-dimensional blood flow patterns in the main pulmonary artery as a marker of pulmonary hypertension and a measure of elevated mean pulmonary arterial pressure.
In: Circulation. Cardiovascular genetics 1 (2008), p. 23-30
ISSN: 1942-3268
DOI: 10.1161/CIRCIMAGING.108.780247
Kainz B.:
Realtime 3D graphics programming using the Quake3 engine
Proceeding CGEMS: Computer graphics educational materials source

Walter L, Albert ML:
Cutting edge: cross-presented intracranial antigen primes CD8+ T cells.
In: Journal of Immunology 178 (2007), p. 6038-6042
ISSN: 0022-1767
DOI: 10.4049/jimmunol.178.10.6038

Witting A., Chen L., Cudaback E., Straiker A., Walter L., Rickman B., Möller T., Brosnan C., Stella N.:
Experimental autoimmune encephalomyelitis disrupts endocannabinoid-mediated neuroprotection
In: Proceedings of the National Academy of Sciences of the United States of America 103 (2006), p. 6362-6367
ISSN: 0027-8424
DOI: 10.1073/pnas.0510418103

Walter L, Dinh T, Stella N:
ATP induces a rapid and pronounced increase in 2-arachidonoylglycerol production by astrocytes, a response limited by monoacylglycerol lipase.
In: The Journal of Neuroscience 24 (2004), p. 8068-74
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.2419-04.2004
Walter L, Stella N:
Cannabinoids and neuroinflammation.
In: British Journal of Pharmacology 141 (2004), p. 775-85
ISSN: 0007-1188
DOI: 10.1038/sj.bjp.0705667
Witting A, Walter L, Wacker J, Möller T, Stella N:
P2X7 receptors control 2-arachidonoylglycerol production by microglial cells.
In: Proceedings of the National Academy of Sciences of the United States of America 101 (2004), p. 3214-3219
ISSN: 0027-8424
DOI: 10.1073/pnas.0306707101

Walter L, Stella N:
Endothelin-1 increases 2-arachidonoyl glycerol (2-AG) production in astrocytes.
In: Glia 44 (2003), p. 85-90
ISSN: 0894-1491
DOI: 10.1002/glia.10270
Walter L, Franklin A, Witting A, Wade C, Xie Y, Kunos G, Mackie K, Stella N:
Nonpsychotropic cannabinoid receptors regulate microglial cell migration.
In: The Journal of Neuroscience 23 (2003), p. 1398-405
ISSN: 1529-2401
Franklin A, Parmentier-Batteur S, Walter L, Greenberg DA, Stella N:
Palmitoylethanolamide increases after focal cerebral ischemia and potentiates microglial cell motility.
In: The Journal of Neuroscience 23 (2003), p. 7767-75
ISSN: 1529-2401

Walter L, Franklin A, Witting A, Moller T, Stella N:
Astrocytes in culture produce anandamide and other acylethanolamides.
In: Journal of Biological Chemistry 277 (2002), p. 20869-76
ISSN: 0021-9258
DOI: 10.1074/jbc.M110813200
Groome J, Fujimoto E, Walter L, Ruben P:
Outer and central charged residues in DIVS4 of skeletal muscle sodium channels have differing roles in deactivation.
In: Biophysical Journal 82 (2002), p. 1293-307
ISSN: 0006-3495
DOI: 10.1016/S0006-3495(02)75485-4

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