Publications
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2026
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
Hille EM. , Bleher H. , Coppers B. , Engelhardt S. , Eskofier B. , Garbe L. , Heckel M. , Liphardt AM. , Manlig A. , Rohleder N. , Samhammer D. , Spielmann C. , Braun M. :Exploring attitudes towards AI-based contactless sensors in health – a qualitative study with five stakeholder groups (Preprint) (2026 ) DOI: 10.2196/preprints.75783
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
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. , 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
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
Yip J. , Grießhammer S. , Leutheuser H. , Richer R. , Lu H. , Kölpin A. , Eskofier B. , Ostgathe C. , Steigleder T. :Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status (2026 ) DOI: 10.36227/techrxiv.174495693.37175254/v1
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
2025
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. , 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. , 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. , 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
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
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
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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
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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 )
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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
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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
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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
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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
Weiß A. , Gambietz M. , Fleischmann S. :Workshop: A playground for biomechanical movement analysis and creation: Solving optimal control problems with the BioMAC-Sim-Toolbox.
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
2024
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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. (ed.):Simplifying Medical Ultrasound Cham : 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
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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
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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
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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 )
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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
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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 BK. , 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
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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 )
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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
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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
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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
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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
2021
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
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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
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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
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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
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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
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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:
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2019
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
2018
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
2017
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
2016
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
2015
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
2014
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
2013
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
2008
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
2004
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
2003
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