Publications
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2025
Raab R. , Berrang P. , Gerhart P. , Schröder D. :SoK: Descriptive Statistics Under Local Differential Privacy In: Proceedings on Privacy Enhancing Technologies 2025 (2025 ), p. 118-149 ISSN: 2299-0984 DOI: 10.56553/popets-2025-0008
Wilm F. , Ammeling J. , Öttl M. , Fick RHJ. , Aubreville M. , Breininger K. :Rethinking U-net Skip Connections for Biomedical Image Segmentation (2025 ) DOI: 10.48550/arXiv.2402.08276
Wilm F. , Öttl M. , Aubreville M. , Breininger K. :Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation (2025 ) DOI: 10.48550/arXiv.2409.09797
Öttl M. , Mei S. , Wilm F. , Steenpaß J. , Rübner M. , Hartmann A. , Beckmann M. , Fasching P. , Maier A. , Erber R. , Breininger K. :Analysing Diffusion Segmentation for Medical Images (2025 ) DOI: 10.48550/arXiv.2403.14440
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? In: Psychoneuroendocrinology 160 (2024 ), Article No.: 106818 ISSN: 0306-4530 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
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
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
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 (2024 )ISSN: 0952-3480 DOI: 10.1002/nbm.5268
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
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
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 )
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
Cramer E. , Kucharski AB. , Kreimeier J. , Andreß S. , Li S. , Walk C. , Merkl F. , Högl J. , Wucherer P. , Stefan P. , von Eisenhart-Rothe R. , Enste P. , Roth D. :Requirement analysis for an AI-based AR assistance system for surgical tools in the operating room: stakeholder requirements and technical perspectives In: International Journal of Computer Assisted Radiology and Surgery (2024 )ISSN: 1861-6410 DOI: 10.1007/s11548-024-03193-0
Darvish M. , Kist A. :A Generative Method for a Laryngeal Biosignal In: Journal of Voice (2024 )ISSN: 0892-1997 DOI: 10.1016/j.jvoice.2024.01.016
Day TG. , Matthew J. , Budd S. , Venturini L. , Wright R. , Farruggia A. , Jamshidi B. , Syngelaki A. , Ling H. , Tan M. , Lai J. , Brown M. , To M. , Guy GP. , Arechvo A. , Casagrandi D. , Akolekar R. , Nanda S. , Nicolaides K. , Kainz B. , Simpson J. , Hajnal J. , Razavi R. :Artificial intelligence to assist in the screening fetal anomaly ultrasound scan (PROMETHEUS): a randomised controlled trial 34th World Congress on Ultrasound in Obstetrics and Gynecology (Budapest , 15. September 2024 - 18. September 2024 )In: Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15–18 September 2024, Budapest, Hungary 2024 DOI: 10.1002/uog.28023
Del Vecchio A. , Enoka RM. , Farina D. :Specificity of early motor unit adaptations with resistive exercise training In: The Journal of Physiology (2024 )ISSN: 0022-3751 DOI: 10.1113/JP282560
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 M. , 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
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. :Invisible Sensing: Radar-based Biomonitoring In: IEEE Open Journal of Engineering in Medicine and Biology (2024 ), p. 1-2 ISSN: 2644-1276 DOI: 10.1109/OJEMB.2024.3409086
Fan F. , Qiu J. , Huang Y. , Maier A. :Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany , 5. August 2024 - 9. August 2024 ) DOI: 10.48550/arXiv.2409.05982 URL: https://arxiv.org/pdf/2409.05982
Fernholz MH. , Guggiana Nilo DA. , Bonhoeffer T. , Kist A. :DeepD3, an open framework for automated quantification of dendritic spines In: PLoS Computational Biology 20 (2024 ), Article No.: e1011774 ISSN: 1553-734X DOI: 10.1371/journal.pcbi.1011774
Fischer J. , Andreas D. , Beckerle P. , Mathis-Ullrich F. , Marzi C. :Vibrational Feedback for a Teleoperated Continuum Robot with Non-contact Endoscope Localization In: Current Directions in Biomedical Engineering 10 (2024 ), p. 17-20 ISSN: 2364-5504 DOI: 10.1515/cdbme-2024-0105
Fischer N. , Ho P. , Marzi C. , Schuler P. , Mathis-Ullrich F. :A Laryngoscope with Shape Memory Actuation In: Current Directions in Biomedical Engineering 10 (2024 ), p. 58-61 ISSN: 2364-5504 DOI: 10.1515/cdbme-2024-1067
Flaucher M. , Prümer F. , Jäger K. , Rolny J. , Trissler P. , Eckl S. , Eskofier B. , Leutheuser H. :Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management 2024 Nordic Conference on Human-Computer Interaction (Uppsala , 13. October 2024 - 16. October 2024 )In: NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction , New York City : 2024 DOI: 10.1145/3677045.3685447
Foltyn A. , Deuschel J. , Lang-Richter NR. , Holzer N. , Oppelt M. :Evaluating the robustness of multimodal task load estimation models In: Frontiers in Computer Science 6 (2024 ), Article No.: 1371181 ISSN: 2624-9898 DOI: 10.3389/fcomp.2024.1371181
Förstel S. , Förstel M. , Gallistl M. , Zanca D. , Eskofier B. , Rothgang EM. :Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital In: International Journal of Medical Informatics 192 (2024 ), Article No.: 105636 ISSN: 1386-5056 DOI: 10.1016/j.ijmedinf.2024.105636
Fürnrohr F. , Wetzl J. , Vornehm M. , Giese D. , Knoll F. :Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction Bildverarbeitung für die Medizin 2024 (Erlangen , 10. March 2024 - 12. March 2024 )In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024 , Wiesbaden : 2024 DOI: 10.1007/978-3-658-44037-4_81
Galindez G. , List M. , Baumbach J. , Völker U. , Mäder U. , Blumenthal DB. , Kacprowski T. :Inference of differential gene regulatory networks using boosted differential trees In: Bioinformatics Advances 4 (2024 ), Article No.: vbae034 ISSN: 2635-0041 DOI: 10.1093/bioadv/vbae034
Gambietz M. , Dröge A. , Schüßler C. , Stahlke M. , Wirth V. , Miehling J. , Koelewijn A. :Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations Asilomar Conference on Signals, Systems, and Computers
Ganz J. , Puget C. , Ammeling J. , Parlak E. , Kiupel M. , Bertram CA. , Breininger K. , Klopfleisch R. , Aubreville M. :Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning German Conference on Medical Image Computing, BVM 2024 (Erlangen , 10. March 2024 - 12. March 2024 )In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024 , Wiesbaden : 2024 DOI: 10.1007/978-3-658-44037-4_41
Giurgiu M. , Wittstruck N. , Rodriguez-Fos E. , González RC. , Brückner L. , Krienelke-Szymansky A. , Helmsauer K. , Hartebrodt A. , Euskirchen P. , Koche RP. , Haase K. , Reinert K. , Henssen AG. :Decoil: Reconstructing Extrachromosomal DNA Structural Heterogeneity from Long-Read Sequencing Data 28th International Conference on Research in Computational Molecular Biology, RECOMB 2024 (Cambridge, MA , 29. April 2024 - 2. May 2024 )In: Jian Ma (ed.): Research in Computational Molecular Biology. 28th Annual International Conference, RECOMB 2024, Cambridge, MA, USA, April 29–May 2, 2024, Proceedings , Cham : 2024 DOI: 10.1007/978-1-0716-3989-4_41
Gomaa A. , Huang Y. , Hagag A. , Schmitter C. , Höfler D. , Weissmann T. , Breininger K. , Schmidt M. , Stritzelberger J. , Delev D. , Coras R. , Dörfler A. , Schnell O. , Frey B. , Gaipl U. , Semrau S. , Bert C. , Hau P. , Fietkau R. , Putz F. :Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma In: Neuro-Oncology Advances (2024 )ISSN: 2632-2498 DOI: 10.1093/noajnl/vdae122
Goodlich BI. , Pearcey GE. , Del Vecchio A. , Horan SA. , Kavanagh JJ. :Antagonism of 5-HT2 receptors attenuates self-sustained firing of human motor units In: The Journal of Physiology (2024 )ISSN: 0022-3751 DOI: 10.1113/JP285867
Groh R. , Goes N. , Kist A. :SpokeN-100: A Cross-Lingual Benchmarking Dataset for The Classification of Spoken Numbers in Different Languages tinyML Research Symposium 2024 (Burlingame, CA , 22. April 2024 - 22. April 2024 ) DOI: 10.48550/arXiv.2403.09753
Groh R. , Li JY. , Li-Jessen NY. , Kist A. :ANNOTE: Annotation of time-series events In: Software Impacts 21 (2024 ), Article No.: 100679 ISSN: 2665-9638 DOI: 10.1016/j.simpa.2024.100679
Grube L. , Petit P. , Vuillerme N. , Nitschke M. , Nwosu OB. , Knitza J. , Krusche M. , Seifer AK. , Eskofier B. , Schett G. , Morf H. :Complementary App-Based Yoga Home Exercise Therapy for Patients With Axial Spondyloarthritis: Usability Study In: JMIR Formative Research 8 (2024 ), Article No.: e57185 ISSN: 2561-326X DOI: 10.2196/57185
Gösche E. , Eghbali R. , Knoll F. , Rauschecker AM. :Domain Influence in MRI Medical Image Segmentation: Spatial Versus k-Space Inputs 15th International Workshop on Machine Learning in Medical Imaging, Held in Conjunction with MICCAI 2024 (Marrakesh , 6. October 2024 - 6. October 2024 )In: Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun (ed.): Machine Learning in Medical Imaging , Cham : 2024 DOI: 10.1007/978-3-031-73284-3_31 URL: https://link.springer.com/chapter/10.1007/978-3-031-73284-3_31
Hartebrodt A. , Röttger R. , Blumenthal DB. :Federated singular value decomposition for high-dimensional data In: Data Mining and Knowledge Discovery 38 (2024 ), p. 938 - 975 ISSN: 1573-756X DOI: 10.1007/s10618-023-00983-z
Hauser SL. , Brosig J. , Murthy B. , Attardo A. , Kist A. :Implicit neural representations in light microscopy In: Biomedical Optics Express 15 (2024 ), p. 2175-2186 ISSN: 2156-7085 DOI: 10.1364/BOE.515517
Hecht M. , Frey B. , Gaipl U. , Tianyu X. , Eckstein M. , Donaubauer AJ. , Klautke G. , Illmer T. , Fleischmann M. , Laban S. , Hautmann MG. , Tamaskovics B. , Brunner TB. , Becker I. , Zhou J. , Hartmann A. , Fietkau R. , Iro H. , Döllinger M. , Gostian AO. , Kist A. :Machine Learning-assisted immunophenotyping of peripheral blood identifies innate immune cells as best predictor of response to induction chemo-immunotherapy in head and neck squamous cell carcinoma – knowledge obtained from the CheckRad-CD8 trial In: Neoplasia 49 (2024 ), Article No.: 100953 ISSN: 1522-8002 DOI: 10.1016/j.neo.2023.100953
Henrich P. , Gyenes B. , Scheikl P. , Neumann G. , Mathis-Ullrich F. :Registered and Segmented Deformable Object Reconstruction from a Single View Point Cloud 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 (Waikoloa, HI , 4. January 2024 - 8. January 2024 )In: Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 2024 DOI: 10.1109/WACV57701.2024.00310
Hernandez A. , Perez Toro PA. , Arias-Vergara T. , Vasquez-Correa JC. , Yang SH. , Orozco-Arroyave JR. , Maier A. :Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation 27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE , 9. September 2024 - 13. September 2024 )In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024 DOI: 10.1007/978-3-031-70566-3_14
Hoffmann M. , Poschenrieder JM. , Incudini M. , Baier S. , Fritz A. , Maier A. , Hartung M. , Hoffmann C. , Trummer N. , Adamowicz K. , Picciani M. , Scheibling E. , Harl MV. , Lesch I. , Frey H. , Kayser S. , Wissenberg P. , Schwartz L. , Hafner L. , Acharya A. , Hackl L. , Grabert G. , Lee SG. , Cho G. , Cloward ME. , Jankowski J. , Lee HK. , Tsoy O. , Wenke N. , Pedersen AG. , Bønnelykke K. , Mandarino A. , Melograna F. , Schulz L. , Climente-González H. , Wilhelm M. , Iapichino L. , Wienbrandt L. , Ellinghaus D. , Van Steen K. , Grossi M. , Furth PA. , Hennighausen L. , Di Pierro A. , Baumbach J. , Kacprowski T. , List M. , Blumenthal DB. :Network medicine-based epistasis detection in complex diseases: Ready for quantum computing In: Nucleic Acids Research 52 (2024 ), p. 10144-10160 ISSN: 0305-1048 DOI: 10.1093/nar/gkae697
Huijben EM. , Terpstra ML. , Galapon AJ. , Pai S. , Thummerer A. , Koopmans P. , Afonso M. , van Eijnatten M. , Gurney-Champion O. , Chen Z. , Zhang Y. , Zheng K. , Li C. , Pang H. , Ye C. , Wang R. , Song T. , Fan F. , Qiu J. , Huang Y. , Ha J. , Sung Park J. , Alain-Beaudoin A. , Bériault S. , Yu P. , Guo H. , Huang Z. , Li G. , Zhang X. , Fan Y. , Liu H. , Xin B. , Nicolson A. , Zhong L. , Deng Z. , Müller-Franzes G. , Khader F. , Li X. , Zhang Y. , Hémon C. , Boussot V. , Zhang Z. , Wang L. , Bai L. , Wang S. , Mus D. , Kooiman B. , Sargeant CA. , Henderson EG. , Kondo S. , Kasai S. , Karimzadeh R. , Ibragimov B. , Helfer T. , Dafflon J. , Chen Z. , Wang E. , Perko Z. , Maspero M. :Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report In: Medical Image Analysis 97 (2024 ), Article No.: 103276 ISSN: 1361-8415 DOI: 10.1016/j.media.2024.103276
Ibrahim A. , Ollenschläger M. , Klebe S. , Schüle R. , Jeschonneck N. , Kellner M. , Loris E. , Greinwalder T. , Eskofier B. , Winkler J. , Gaßner H. , Regensburger M. :Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia In: European Journal of Neurology (2024 )ISSN: 1351-5101 DOI: 10.1111/ene.16367
Jäger K. , Nissen M. , Rahm S. , Titzmann A. , Fasching P. , Beilner J. , Eskofier B. , Leutheuser H. :Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings In: Physiological Measurement (2024 )ISSN: 0967-3334 DOI: 10.1088/1361-6579/ad4952
Keinert M. , Schindler-Gmelch L. , Eskofier B. , Berking M. :An Anger-based Approach-Avoidance Modification Training Targeting Dysfunctional Beliefs in Adults with Elevated Stress – Results from a Randomized Controlled Pilot Study In: International Journal of Cognitive Therapy (2024 )ISSN: 1937-1209 DOI: 10.1007/s41811-024-00218-z
Keshavarzi M. , Salorio-Corbetto M. , Reichenbach T. , Marriage J. , Moore BC. :Development of New Open-Set Speech Material for Use in Clinical Audiology with Speakers of British English In: Audiology Research 14 (2024 ), p. 264-279 ISSN: 2039-4349 DOI: 10.3390/audiolres14020024
Khnaisser C. , Hamrouni H. , Blumenthal DB. , Dignös A. , Gamper J. :Efficiently Labeling and Retrieving Temporal Anomalies in Relational Databases In: Information Systems Frontiers (2024 )ISSN: 1387-3326 DOI: 10.1007/s10796-024-10495-w
Kim J. , Nickel MD. , Knoll F. :Assessment of Deep Learning-based Reconstruction with Imperfect Ground Truth for MRCP International Federation of Information Processing (IFIP) Technical Committee - 7 (TC-7) "System Modeling and Optimization" conferences (Hamburg, Germany , 12. August 2024 - 16. August 2024 )In: Assessment of Deep Learning-based Reconstruction with Imperfect Ground Truth for MRCP 2024
Kim J. , Nickel MD. , Knoll F. :Deep Learning-based Reconstruction of Accelerated MR Cholangiopancreatography 2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore , 4. May 2024 - 9. May 2024 )In: Deep Learning-based Reconstruction of Accelerated MR Cholangiopancreatography 2024
Kirk C. , Küderle A. , Micó-Amigo ME. , Bonci T. , Paraschiv-Ionescu A. , Ullrich M. , Soltani A. , Gazit E. , Salis F. , Alcock L. , Aminian K. , Becker C. , Bertuletti S. , Brown P. , Buckley E. , Cantu A. , Carsin AE. , Caruso M. , Caulfield B. , Cereatti A. , Chiari L. , D’Ascanio I. , Garcia-Aymerich J. , Hansen C. , Hausdorff JM. , Hiden H. , Hume E. , Keogh A. , Kluge F. , Koch S. , Maetzler W. , Megaritis D. , Mueller A. , Niessen M. , Palmerini L. , Schwickert L. , Scott K. , Sharrack B. , Sillén H. , Singleton D. , Vereijken B. , Vogiatzis I. , Yarnall AJ. , Rochester L. , Mazzà C. , Eskofier B. , Del Din S. :Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device In: Scientific Reports 14 (2024 ), Article No.: 1754 ISSN: 2045-2322 DOI: 10.1038/s41598-024-51766-5
Klede K. , Altstidl TR. , Zanca D. , Eskofier B. :The Impact of Random Models on Standardized Clustering Similarity In: IEEE Access (2024 )ISSN: 2169-3536 DOI: 10.1109/ACCESS.2024.3507133 URL: https://ieeexplore.ieee.org/document/10769363
Krauß D. , Engel L. , Ott T. , Bräunig J. , Richer R. , Gambietz M. , Albrecht N. , Hille EM. , Ullmann I. , Braun M. , Dabrock P. , Kölpin A. , Koelewijn A. , Eskofier B. , Vossiek M. :A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring In: IEEE Open Journal of Engineering in Medicine and Biology (2024 ), p. 1-22 ISSN: 2644-1276 DOI: 10.1109/OJEMB.2024.3397208
Kudelka J. , Ollenschläger M. , Dodel R. , Eskofier B. , Hobert MA. , Jahn K. , Klucken J. , Labeit B. , Polidori MC. , Prell T. , Warnecke T. , von Arnim CA. , Maetzler W. , Jacobs AH. :Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey In: BMC Geriatrics 24 (2024 ), Article No.: 347 ISSN: 1471-2318 DOI: 10.1186/s12877-024-04913-6
Kurz M. , Richer R. , Abel L. , Hauck F. , Ringgold V. , Schindler-Gmelch L. , Eskofier B. , Rohleder N. :f-TSST+: An extension to the friendly Trier Social Stress Test that enables better behavioral comparability during acute psychosocial stress In: Psychoneuroendocrinology 160 (2024 ), Article No.: 106862 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106862
Küderle A. , Ullrich M. , Roth N. , Ollenschläger M. , Ibrahim A. , Moradi H. , Richer R. , Seifer AK. , Zürl M. , Simpetru R. , Herzer L. , Prossel D. , Kluge F. , Eskofier B. :Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking In: IEEE Open Journal of Engineering in Medicine and Biology (2024 ), p. 1-10 DOI: 10.1109/OJEMB.2024.3356791
Laudanski AF. , Küderle A. , Kluge F. , Eskofier B. , Acker SM. :Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures In: IEEE Sensors Journal (2024 ), p. 1-1 ISSN: 1530-437X DOI: 10.1109/JSEN.2024.3423374
Lemke HU. , Mathis-Ullrich F. :Design criteria for AI-based IT systems In: International Journal of Computer Assisted Radiology and Surgery (2024 )ISSN: 1861-6410 DOI: 10.1007/s11548-024-03064-8
Lennartz R. , Khassetarash A. , R. Nigg S. , Eskofier B. , Nigg BM. :Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion In: PLoS ONE 19 (2024 ), p. e0312268 ISSN: 1932-6203 DOI: 10.1371/journal.pone.0312268
Lennartz R. , Stöve M. , Talar K. , Kumarampulakkal N. , Dorschky E. , Witte M. , Eskofier B. :The Influence of Gamification on Motivation and Cardiac Variables in Soccer 29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK , 2. July 2024 - 5. July 2024 )In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024 URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
Li S. , Schieber H. , Corell N. , Egger B. , Kreimeier J. , Roth D. :GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidance 31st IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024 (Orlando, FL , 16. March 2024 - 21. March 2024 )In: Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024 2024 DOI: 10.1109/VR58804.2024.00072
Lojo Rodríguez MB. , Lopes Borges G. , López-Brea García M. , Schützenberger A. , Kist A. :Neural Radiance Fields for 3D Reconstruction in Monoscopic Laryngeal Endoscopy IEEE International Symposium on Biomedical Imaging - ISBI 2024 (Athen , 27. May 2024 - 30. May 2024 )In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) 2024 DOI: 10.1109/ISBI56570.2024.10635332
Lüer L. , Peters IM. , Smith AS. , Dorschky E. , Eskofier B. , Liers-Bergmann F. , Franke J. , Sjarov M. , Brossog M. , Guldi DM. , Maier A. , Brabec C. :A digital twin to overcome long-time challenges in photovoltaics In: Joule 8 (2024 ), p. 1-17 ISSN: 2542-4351 DOI: 10.1016/j.joule.2023.12.010
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Matasyoh NM. , Schmidt R. , Zeineldin R. , Spetzger U. , Mathis-Ullrich F. :Interactive Surgical Training in Neuroendoscopy: Real-Time Anatomical Feature Localization using Natural Language Expressions In: IEEE Transactions on Biomedical Engineering (2024 ), p. 1-9 ISSN: 0018-9294 DOI: 10.1109/TBME.2024.3405814
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
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Micó-Amigo ME. , Bonci T. , Paraschiv-Ionescu A. , Ullrich M. , Kirk C. , Soltani A. , Küderle A. , Gazit E. , Salis F. , Alcock L. , Aminian K. , Becker C. , Bertuletti S. , Brown P. , Buckley E. , Cantu A. , Carsin AE. , Caruso M. , Caulfield B. , Cereatti A. , Chiari L. , D’Ascanio I. , Eskofier B. , Fernstad S. , Froehlich M. , Garcia-Aymerich J. , Hansen C. , Hausdorff JM. , Hiden H. , Hume E. , Keogh A. , Kluge F. , Koch S. , Maetzler W. , Megaritis D. , Mueller A. , Niessen M. , Palmerini L. , Schwickert L. , Scott K. , Sharrack B. , Sillén H. , Singleton D. , Vereijken B. , Vogiatzis I. , Yarnall AJ. , Rochester L. , Mazzà C. , Del Din S. :Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5) In: Journal of neuroEngineering and rehabilitation 21 (2024 ), Article No.: 71 ISSN: 1743-0003 DOI: 10.1186/s12984-024-01361-6
Mohr M. , Federolf P. , Heinrich D. , Nitschke M. , Raschner C. , Scharbert J. , Koelewijn A. :An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk In: Scientific Reports 14 (2024 ), p. 3115- ISSN: 2045-2322 DOI: 10.1038/s41598-024-53640-w
Mohr M. , Federolf P. , Heinrich D. , Nitschke M. , Raschner C. , Scharbert J. , Koelewijn A. :Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w) In: Scientific Reports 14 (2024 ), Article No.: 5426 ISSN: 2045-2322 DOI: 10.1038/s41598-024-56031-3
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
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. , Stahlke M. , Feigl T. , Mutschler C. :Estimating Multipath Component Delays with Transformer Models In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024 ), p. 1-10 ISSN: 2832-7322 DOI: 10.1109/JISPIN.2024.3422908
Ott Y. , Vornehm M. , Wetzl J. , Giese D. , Knoll F. :Training deep learning reconstruction models for radial real-time cardiac cine MRI using synthetic golden-angle data 26th Annual Meeting of the German-speaking section of ISMRM (Tübingen , 4. September 2024 - 5. September 2024 )
Ouyang J. , Egle F. , Igney C. , Mutzke T. , Dahmani C. , Castellini C. , Thürauf S. :C-arm unleashed: Intuitive inter-operative positioning of C-arms using wearable gesture detection BioRob 2024 (Heidelberg , 1. September 2024 - 4. September 2024 )
Pawluchin A. , Meindl M. , Weygers I. , Seel T. , Boblan I. :Gaussian process-based nonlinearity compensation for pneumatic soft actuators In: At-Automatisierungstechnik 72 (2024 ), p. 440-448 ISSN: 0178-2312 DOI: 10.1515/auto-2023-0237
Peter R. , Moreira S. , Tagliabue E. , Hillenbrand M. , Nunes RG. , Mathis-Ullrich F. :Stereo reconstruction from microscopic images for computer-assisted ophthalmic surgery In: International Journal of Computer Assisted Radiology and Surgery (2024 )ISSN: 1861-6410 DOI: 10.1007/s11548-024-03177-0
Peter RC. , Peikert S. , Haide L. , Pham DXV. , Chettaoui T. , Tagliabue E. , Scheikl P. , Fauser J. , Hillenbrand M. , Neumann G. , Mathis-Ullrich F. :Lens Capsule Tearing in Cataract Surgery using Reinforcement Learning 2024 IEEE International Conference on Robotics and Automation, ICRA 2024 (Yokohama , 13. May 2024 - 17. May 2024 )In: Proceedings - IEEE International Conference on Robotics and Automation 2024 DOI: 10.1109/ICRA57147.2024.10611714
Pfenning S. , Simpetru R. , Pollak N. , Del Vecchio A. , Fey D. :ANALYSIS OF EMBEDDED GPU ARCHITECTURES FOR AI IN NEUROMUSCULAR APPLICATIONS In: IADIS International Journal on Computer Science and Information Systems 19 (2024 ), p. 1-14 ISSN: 1646-3692 DOI: 10.33965/ijcsis_2024190101 URL: http://www.iadisportal.org/ijcsis/papers/2024190101.pdf
Qiu J. , Aubreville M. , Wilm F. , Öttl M. , Utz J. , Schlereth M. , Breininger K. :Leveraging Image Captions for Selective Whole Slide Image Annotation 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR , 6. October 2024 - 10. October 2024 )In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024 DOI: 10.1007/978-3-031-72390-2_20
Raccagni C. , Sidoroff V. , Paraschiv-Ionescu A. , Roth N. , Schönherr G. , Eskofier B. , Gaßner H. , Kluge F. , Teatini F. , Seppi K. , Goebel G. , Benninger DH. , Aminian K. , Klucken J. , Wenning G. :Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP) In: BMJ Open 14 (2024 ), p. e081317- ISSN: 2044-6055 DOI: 10.1136/bmjopen-2023-081317
Rahimi F. , Badamchizadeh MA. , Ghaemi S. , Del Vecchio A. :Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-life Condition with High-density Electromyography and Deep Learning In: IEEE Journal of Biomedical and Health Informatics (2024 ), p. 1-8 ISSN: 2168-2194 DOI: 10.1109/JBHI.2024.3350239
Richer R. , Abel L. , Mücke A. , Küderle A. , Eskofier B. , Rohleder N. :CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment In: Psychoneuroendocrinology 160 (2024 ), Article No.: 106845 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106845
Richer R. , Koch V. , Abel L. , Hauck F. , Kurz M. , Ringgold V. , Müller V. , Küderle A. , Schindler-Gmelch L. , Eskofier B. , Rohleder N. :Machine learning-based detection of acute psychosocial stress from body posture and movements In: Scientific Reports 14 (2024 ), Article No.: 8251 ISSN: 2045-2322 DOI: 10.1038/s41598-024-59043-1 URL: https://www.nature.com/articles/s41598-024-59043-1
Richer R. , Varkentin E. , Kurmanbekova K. , Müller V. , Abel L. , Ringgold V. , Küderle A. , Brich I. , Rohleder N. , Eskofier B. :- Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress In: Psychoneuroendocrinology 160 (2024 ), p. 106870 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106870
Richer R. , Zenkner JJ. , Küderle A. , Rohleder N. , Eskofier B. :Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity In: Psychoneuroendocrinology 160 (2024 ), Article No.: 106871 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106871
Riegel J. , Schüller A. , Reichenbach T. :No Evidence of Musical Training Influencing the Cortical Contribution to the Speech-Frequency-Following Response and Its Modulation through Selective Attention In: eNeuro 11 (2024 )ISSN: 2373-2822 DOI: 10.1523/ENEURO.0127-24.2024
Ringgold V. , Abel L. , Eskofier B. , Rohleder N. :Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands In: Computers in Human Behavior Reports 16 (2024 ), Article No.: 100497 ISSN: 2451-9588 DOI: 10.1016/j.chbr.2024.100497
Ringgold V. , Kaiser P. , Eskofier B. , Rohleder N. :The Impact of a Deceptive Virtual Agent on Stress Markers in the Virtual Reality Stroop Room In: Psychoneuroendocrinology 160 (2024 ), p. 106852 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106852
Ringgold V. , Shields GS. , Hauck F. , Kurz M. , Schindler-Gmelch L. , Abel L. , Richer R. , Eskofier B. , Rohleder N. :The Short Stress State Questionnaire in German (SSSQ-G) In: European Journal of Health Psychology 31 (2024 ), p. 189-200 ISSN: 2512-8442 DOI: 10.1027/2512-8442/a000160
Rivera Monroy L. , 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 L. , Rist L. , Ostalecki C. , Bauer A. , Vera J. , Breininger K. , Maier A. :Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features In: International Journal of Computer Assisted Radiology and Surgery (2024 )ISSN: 1861-6410 DOI: 10.1007/s11548-024-03277-x
Rivera Monroy L. , Rist L. , Wilm F. , Ostalecki C. , Baur A. , Vera González J. , Breininger K. , Maier A. :Multi-level cancer profiling through joint cell-graph representations In: Smart Health 32 (2024 ), p. 100470 ISSN: 2352-6483 DOI: 10.1016/j.smhl.2024.100470
Robertshaw H. , Karstensen L. , Jackson B. , Granados A. , Booth TC. :Autonomous navigation of catheters and guidewires in mechanical thrombectomy using inverse reinforcement learning In: International Journal of Computer Assisted Radiology and Surgery (2024 )ISSN: 1861-6410 DOI: 10.1007/s11548-024-03208-w
Roider J. , Nguyen A. , Zanca D. , Eskofier B. :Assessing the Performance of Remaining Time Prediction Methods for Business Processes In: IEEE Access (2024 ), p. 1-19 ISSN: 2169-3536 DOI: 10.1109/ACCESS.2024.3459648 URL: https://ieeexplore.ieee.org/abstract/document/10679137
Roider J. , Zanca D. , Eskofier B. :Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring BPM: International Conference on Business Process Management (Krakow , 1. September 2024 - 6. September 2024 )In: Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann (ed.): Business Process Management, 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings , Cham : 2024 DOI: 10.1007/978-3-031-70396-6 URL: https://link.springer.com/book/10.1007/978-3-031-70396-6
Ruhland T. , Tobola A. , Scholl C. , Lübke M. , Franchi N. :Data Quality in IoT Temperature Sensor Systems: Demonstrated on Time-Dependent Temperature Fluctuations In: IEEE Sensors Journal (2024 )ISSN: 1530-437X DOI: 10.1109/JSEN.2024.3418144
Sampieri A. , Marcolin G. , Gennaro F. , Magistrelli E. , Del Vecchio A. , Moro T. , Paoli A. , Casolo A. :Alterations in magnitude and spatial distribution of erector spinae muscle activity in cyclists with a recent history of low back pain In: European Journal of Applied Physiology (2024 )ISSN: 1439-6319 DOI: 10.1007/s00421-024-05628-7
Sarkar S. , Wu T. , Harwood M. , Silva AC. :A Transfer Learning-Based Framework for Classifying Lymph Node Metastasis in Prostate Cancer Patients In: Biomedicines 12 (2024 ), Article No.: 2345 ISSN: 2227-9059 DOI: 10.3390/biomedicines12102345
Scheikl P. , Schreiber N. , Haas C. , Freymuth N. , Neumann G. , Lioutikov R. , Mathis-Ullrich F. :Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects In: IEEE Robotics and Automation Letters (2024 ), p. 1-8 ISSN: 2377-3766 DOI: 10.1109/LRA.2024.3382529
Schieber H. , Demir K. , Kleinbeck C. , Yang SH. , Roth D. :Indoor Synthetic Data Generation: A Systematic Review In: Computer Vision and Image Understanding 240 (2024 ), Article No.: 103907 ISSN: 1077-3142 DOI: 10.1016/j.cviu.2023.103907
Schlereth M. , Yalcin-Mutlu M. , Utz J. , Bayat S. , Heimann T. , Qiu J. , Ehring C. , Liu C. , Uder M. , Kleyer A. , Simon D. , Roemer F. , Schett G. , Breininger K. , Fagni F. :Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis In: RMD Open 10 (2024 )ISSN: 2056-5933 DOI: 10.1136/rmdopen-2024-004273
Schlieper P. , Dombrowski M. , Nguyen A. , Zanca D. , Eskofier B. :Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task In: Forecasting 6 (2024 ), p. 718-747 ISSN: 2571-9394 DOI: 10.3390/forecast6030037
Schlieper P. , Luft H. , Klede K. , Strohmeyer C. , Eskofier B. , Zanca D. :Enhancing unsupervised outlier model selection: A study on ireos algorithms In: ACM Transactions on Knowledge Discovery from Data 18 (2024 ), Article No.: 178 ISSN: 1556-4681 DOI: 10.1145/3653719
Schmidt M. , Sadeghi M. , Rahimi F. , Eskofier B. , Buglagil A. , Schmauß B. , Carlowitz C. :Realtime Laser Beam Steering and Calibration Method for Coherent Biomedical Distance and Motion Sensing CLEO: Science and Innovations in CLEO 2024, CLEO: S and I 2024 - Part of Conference on Lasers and Electro-Optics (Charlotte, NC, USA , 5. May 2024 - 10. May 2024 )In: CLEO: Science and Innovations, CLEO: S and I 2024 in Proceedings CLEO 2024, Part of Conference on Lasers and Electro-Optics 2024
Schrupp B. , Klede K. , Raab R. , Eskofier B. :Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data International Conference on Computational Science 2024 In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024 , Cham : 2024 DOI: 10.1007/978-3-031-63772-8_22
Shanbhag J. , Fleischmann S. , Gaßner H. , Winkler J. , Eskofier B. , Koelewijn A. , Wartzack S. , Miehling J. :Modelling postural control of upright standing during translational perturbations 29th Congress of the European Society of Biomechanics (Edinburgh, Scotland , 30. June 2024 - 3. July 2024 )
Shanbhag J. , Fleischmann S. , Wechsler I. , Gaßner H. , Winkler J. , Eskofier B. , Koelewijn A. , Wartzack S. , Miehling J. :A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing In: Frontiers in Neuroscience 18 (2024 )ISSN: 1662-4548 DOI: 10.3389/fnins.2024.1393749
Sievert M. , Aubreville M. , Müller SK. , Eckstein M. , Breininger K. , Iro H. , Goncalves M. :Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision In: European Archives of Oto-Rhino-Laryngology (2024 )ISSN: 0937-4477 DOI: 10.1007/s00405-024-08476-5
Simpetru R. , Arkudas A. , Braun D. , Oßwald M. , Souza de Oliveira D. , Eskofier B. , Kinfe TM. , Del Vecchio A. :Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks In: IEEE Transactions on Biomedical Engineering (2024 ), p. 1-12 ISSN: 0018-9294 DOI: 10.1109/TBME.2024.3432800
Simpetru R. , Cnejevici V. , Farina D. , Del Vecchio A. :Influence of spatio-temporal filtering on hand kinematics estimation from high-density EMG signals In: Journal of Neural Engineering 21 (2024 ), p. 026014 ISSN: 1741-2560 DOI: 10.1088/1741-2552/ad3498
Simpetru R. , Souza de Oliveira D. , Ponfick M. , Del Vecchio A. :Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 32 (2024 ), p. 3741-3750 ISSN: 1534-4320 DOI: 10.1109/TNSRE.2024.3472063
Souza de Oliveira D. , Ponfick M. , Braun D. , Oßwald M. , Sierotowicz M. , Chatterjee S. , Weber DJ. , Eskofier B. , Castellini C. , Farina D. , Kinfe TM. , Del Vecchio A. :A direct spinal cord–computer interface enables the control of the paralysed hand in spinal cord injury In: Brain 147 (2024 ), p. 3583-3595 ISSN: 0006-8950 DOI: 10.1093/brain/awae088 URL: https://academic.oup.com/brain/advance-article/doi/10.1093/brain/awae088/7631714
Stahlke M. , Feigl T. , Kram S. , Eskofier B. , Mutschler C. :Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024 )ISSN: 2832-7322 Open Access: https://ieeexplore.ieee.org/abstract/document/10526425
Stahlke M. , George Y. , Feigl T. , Eskofier B. , Mutschler C. :Velocity-Based Channel Charting with Spatial Distribution Map Matching In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024 ), p. 1-10 ISSN: 2832-7322 DOI: 10.1109/JISPIN.2024.3424768
Stegmaier M. , Schröder C. , Müller J. , Day T. , Cuomo M. , Dewald O. , Dittrich S. , Kainz B. :Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects German Conference on Medical Image Computing, BVM 2024 (Erlangen , 10. March 2024 - 12. March 2024 )In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024 , Wiesbaden : 2024 DOI: 10.1007/978-3-658-44037-4_70
Streit H. , Keinert M. , Schindler-Gmelch L. , Eskofier B. , Berking M. :Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study In: Stress and Health (2024 ), Article No.: e3384 ISSN: 1532-2998 DOI: 10.1002/smi.3384
Tayebi Arasteh S. , Arias-Vergara T. , Perez Toro PA. , Weise T. , Packhäuser K. , Schuster M. , Nöth E. , Maier A. , Yang SH. :Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech In: Communications Medicine 4 (2024 ), Article No.: 182 ISSN: 2730-664X DOI: 10.1038/s43856-024-00609-5
Thies M. , Maul N. , Mei S. , Pfaff L. , Vysotskaya N. , Gu M. , Utz J. , Possart D. , Folle L. , Wagner F. , Maier A. :Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 , Cham : 2024 DOI: 10.1007/978-3-031-72104-5_25
Thornton M. , Auernheimer J. , Jehn C. , Mandic D. , Reichenbach T. :Detecting Gamma-Band Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge 49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 (Seoul , 14. April 2024 - 19. April 2024 )In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings 2024 DOI: 10.1109/ICASSPW62465.2024.10626244
Thornton M. , Mandic DP. , Reichenbach T. :Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks In: IEEE Open Journal of Signal Processing (2024 ), p. 1-18 ISSN: 2644-1322 DOI: 10.1109/OJSP.2024.3378593
Tsay J. , Steadman N. , Fleming M. , Gann M. , Di Giulio I. , Graef C. , Han J. , Jayasinghe K. , Mitchell M. , Chen R. , Raheel K. , Semedo E. , Simpetru R. , Utami KP. , Williams A. , Zhu Z. , Stagg C. , Haar S. :Bridging the gap between experimental control and ecological validity in human sensorimotor science In: The Journal of Physiology (2024 )ISSN: 0022-3751 DOI: 10.1113/JP287037
Valli G. , Sarto F. , Casolo A. , Del Vecchio A. , Franchi MV. , Narici MV. , De Vito G. :Lower limb suspension induces threshold-specific alterations of motor units properties that are reversed by active recovery In: Journal of Sport and Health Science 13 (2024 ), p. 264-276 ISSN: 2095-2546 DOI: 10.1016/j.jshs.2023.06.004
Valli G. , Wu R. , Minnock D. , Sirago G. , Annibalini G. , Casolo A. , Del Vecchio A. , Toniolo L. , Barbieri E. , De Vito G. :Can non-invasive motor unit analysis reveal distinct neural strategies of force production in young with uncomplicated type 1 diabetes? In: European Journal of Applied Physiology (2024 )ISSN: 1439-6319 DOI: 10.1007/s00421-024-05595-z
Van Hooren B. , Lennartz R. , Cox M. , Hoitz F. , Plasqui G. , Meijer K. :Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach In: Scandinavian journal of medicine & science in sports 34 (2024 )ISSN: 0905-7188 DOI: 10.1111/sms.14605
Vornehm M. , Wetzl J. , Fürnrohr F. , Giese D. , Ahmad R. , Knoll F. :Low-Latency Reconstruction of Real-Time Cine MRI Using an Unrolled Network 2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore , 4. May 2024 - 9. May 2024 )In: Proceedings of the International Society for Magnetic Resonance in Medicine 2024
Vornehm M. , Wetzl J. , Fürnrohr F. , Giese D. , Ahmad R. , Knoll F. :Variational Network Meets Conjugate Gradient: Inline Reconstruction and Strain Analysis of Accelerated Cardiac Cine MRI 2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore , 4. May 2024 - 9. May 2024 )In: Proceedings of the International Society for Magnetic Resonance in Medicine 2024
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 (2024 ), p. 138-150 ISSN: 0740-3194 DOI: 10.1002/mrm.30260
Wang DD. , Katoch M. , Jabari S. , Blümcke I. , Blumenthal DB. , Lu DH. , Coras R. , Wang YJ. , Shi J. , Zhou WJ. , Kobow K. , Piao YS. :Correction to: The specific DNA methylation landscape in focal cortical dysplasia ILAE type 3D (Acta Neuropathologica Communications, (2023), 11, 1, (129), 10.1186/s40478-023-01618-6) In: Acta Neuropathologica Communications 12 (2024 ), Article No.: 49 ISSN: 2051-5960 DOI: 10.1186/s40478-024-01752-9
Wang R. , Bradley C. , Herbert P. , Hou K. , Hager GD. , Breininger K. , Unberath M. , Ramulu P. , Yohannan J. :Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-Based Identification of Patients with Low Visual Field Variability In: Ophthalmology Glaucoma (2024 )ISSN: 2589-4234 DOI: 10.1016/j.ogla.2024.01.005
Wang R. , Bradley C. , Herbert P. , Hou K. , Ramulu P. , Breininger K. , Unberath M. , Yohannan J. :Deep learning-based identification of eyes at risk for glaucoma surgery In: Scientific Reports 14 (2024 ), Article No.: 599 ISSN: 2045-2322 DOI: 10.1038/s41598-023-50597-0
Wechsler I. , Wolf A. , Shanbhag J. , Leyendecker S. , Eskofier B. , Koelewijn A. , Wartzack S. , Miehling J. :Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review In: Frontiers in Bioengineering and Biotechnology 12 (2024 )ISSN: 2296-4185 DOI: 10.3389/fbioe.2024.1386874 URL: https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874
Weinman LE. , Del Vecchio A. , Mazzo MR. , Enoka RM. :Motor unit modes in the calf muscles during a submaximal isometric contraction are changed by brief stretches In: The Journal of Physiology 602 (2024 ), p. 1385-1404 ISSN: 0022-3751 DOI: 10.1113/JP285437
Weiß A. , Koelewijn A. , Masmoudi I. , Lluch È. :Combining Pose Estimation and inertial measurement tracking data for a biomechanical simulation of river wave surfing using optimal control 29th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE (Glasgow/Scotland , 2. July 2024 - 5. July 2024 )
Wilm F. , Reimann MK. , Taubmann O. , Mühlberg A. , Breininger K. :Appearance-based Debiasing of Deep Learning Models in Medical Imaging German Conference on Medical Image Computing, BVM 2024 (Erlangen , 10. March 2024 - 12. March 2024 )In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024 , Wiesbaden : 2024 DOI: 10.1007/978-3-658-44037-4_9
Yang X. , Castellini C. , Farina D. , Liu H. :Ultrasound as a Neurorobotic Interface: A Review In: IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (2024 ), p. 3534-3546 ISSN: 2168-2216 DOI: 10.1109/TSMC.2024.3358960 URL: https://ieeexplore.ieee.org/document/10436655
Younis R. , Yamlahi A. , Bodenstedt S. , Scheikl P. , Kisilenko A. , Daum M. , Schulze A. , Wise PA. , Nickel F. , Mathis-Ullrich F. , Maier-Hein L. , Müller-Stich BP. , Speidel S. , Distler M. , Weitz J. , Wagner M. :A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots In: Surgical Endoscopy (2024 )ISSN: 0930-2794 DOI: 10.1007/s00464-024-10958-w
Zaiß M. , Rajput JR. , Dang HN. , Golkov V. , Cremers D. , Knoll F. , Maier A. :Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant German Conference on Medical Image Computing, BVM 2024 (Erlangen , 10. March 2024 - 12. March 2024 )In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024 , Wiesbaden : 2024 DOI: 10.1007/978-3-658-44037-4_28
Zakreuskaya A. , Buschek D. , Mackay WE. , Avellino I. , Dove G. , Eskofier B. :From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care 2024 Mensch und Computer, MuC 2024 (Karlsruhe, DEU , 1. September 2024 - 4. September 2024 )In: ACM International Conference Proceeding Series 2024 DOI: 10.1145/3670653.3670665
Zeineldin R. , Karar ME. , Burgert O. , Mathis-Ullrich F. :NeuroIGN: Explainable Multimodal Image-Guided System for Precise Brain Tumor Surgery In: Journal of Medical Systems 48 (2024 ), p. 25- ISSN: 0148-5598 DOI: 10.1007/s10916-024-02037-3
Zeineldin R. , Karar ME. , Elshaer Z. , Coburger J. , Wirtz CR. , Burgert O. , Mathis-Ullrich F. :Explainable hybrid vision transformers and convolutional network for multimodal glioma segmentation in brain MRI In: Scientific Reports 14 (2024 ), Article No.: 3713 ISSN: 2045-2322 DOI: 10.1038/s41598-024-54186-7
Zürl M. , Stoll P. , Brehm I. , Sueskind J. , Raab R. , Petermann J. , Zanca D. , Simon R. , von Fersen L. , Eskofier B. :Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning In: Ecological Informatics (2024 ), p. 102840 ISSN: 1574-9541 DOI: 10.1016/j.ecoinf.2024.102840
2023
Abdullahi I. , Raab R. , Küderle A. , Eskofier B. :Aligning Federated Learning with Existing Trust Structures in Health Care Systems In: International Journal of Environmental Research and Public Health 20 (2023 ), Article No.: 5378 ISSN: 1661-7827 DOI: 10.3390/ijerph20075378 URL: https://www.mdpi.com/1660-4601/20/7/5378
Alix-Fages C. , Jiménez-Martínez P. , Souza de Oliveira D. , Möck S. , Balsalobre-Fernández C. , Del Vecchio A. :Mental fatigue impairs physical performance but not the neural drive to the muscle: a preliminary analysis In: European Journal of Applied Physiology (2023 )ISSN: 1439-6319 DOI: 10.1007/s00421-023-05189-1
Altstidl TR. , Nguyen A. , Schwinn L. , Köferl F. , Mutschler C. , Eskofier B. , Zanca D. :Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks 2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia , 18. June 2023 - 23. June 2023 )In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023 DOI: 10.1109/IJCNN54540.2023.10191724
Ammeling J. , Manger C. , Kwaka E. , Krügel S. , Uhl M. , Kießig A. , Fritz A. , Ganz J. , Riener A. , Bertram CA. , Breininger K. , Aubreville M. :Appealing but Potentially Biasing - Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making 2023 Mensch und Computer Conference, MuC 2023 (Rapperswil, CHE , 3. September 2023 - 6. September 2023 )In: Markus Stolze, Frieder Loch, Matthias Baldauf, Florian Alt, Christina Schneegass, Thomas Kosch, Teresa Hirzle, Shadan Sadeghian, Fiona Draxler, Kenan Bektas, Katrin Lohan, Pascal Knierim (ed.): ACM International Conference Proceeding Series 2023 DOI: 10.1145/3603555.3608561
Ammeling J. , Schmidt LH. , Ganz J. , Niedermair T. , Brochhausen-Delius C. , Schulz C. , Breininger K. , Aubreville M. :Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU , 2. July 2023 - 4. July 2023 )In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023 DOI: 10.1007/978-3-658-41657-7_48
Ammeling J. , Wilm F. , Ganz J. , Breininger K. , Aubreville M. :Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge 25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022 (Singapore, SGP , 18. September 2022 - 22. September 2022 )In: Bin Sheng, Marc Aubreville (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023 DOI: 10.1007/978-3-031-33658-4_19
Amsel D. , Vornehm M. , Wetzl J. , Schmidt M. , Knoll F. :Deep learning-based accelerated T1 mapping for cardiac MRI 25. Jahrestagung der Deutschen Sektion der ISMRM (Berlin , 6. September 2023 - 7. September 2023 )
Aubreville M. , Stathonikos N. , Bertram CA. , Klopfleisch R. , ter Hoeve N. , Ciompi F. , Wilm F. , Marzahl C. , Donovan TA. , Maier A. , Breen J. , Ravikumar N. , Chung Y. , Park J. , Nateghi R. , Pourakpour F. , Fick RH. , Ben Hadj S. , Jahanifar M. , Shephard A. , Dexl J. , Wittenberg T. , Kondo S. , Lafarge MW. , Koelzer VH. , Liang J. , Wang Y. , Long X. , Liu J. , Razavi S. , Khademi A. , Yang S. , Wang X. , Erber R. , Klang A. , Lipnik K. , Bolfa P. , Dark MJ. , Wasinger G. , Veta M. , Breininger K. :Mitosis domain generalization in histopathology images — The MIDOG challenge In: Medical Image Analysis 84 (2023 ), Article No.: 102699 ISSN: 1361-8415 DOI: 10.1016/j.media.2022.102699
Aubreville M. , Wilm F. , Stathonikos N. , Breininger K. , Donovan TA. , Jabari S. , Veta M. , Ganz J. , Ammeling J. , van Diest PJ. , Klopfleisch R. , Bertram CA. :A comprehensive multi-domain dataset for mitotic figure detection In: Scientific Data 10 (2023 ), Article No.: 484 ISSN: 2052-4463 DOI: 10.1038/s41597-023-02327-4
Avgerinos E. , Oppenheimer J. , Al-Noor F. , Karimaghaei R. , Adler A. , Singöhl S. , Kainz B. , Mandegaran R. , Heinrich MP. , Spiliopoulos S. , Geroulakos G. , Mischkewitz S. :Remote Expert Deep Venous Thrombosis Triaging of Novice-User Compression Sonography with Artificial Intelligence Guidance In: Journal of Vascular Surgery: Venous and Lymphatic Disorders 11 (2023 ), p. 449 DOI: 10.1016/j.jvsv.2022.12.025
Bachhuber S. , Lehmann D. , Dorschky E. , Koelewijn A. , Seel T. , Weygers I. :Plug-and-Play Sparse Inertial Motion Tracking With Sim-to-Real Transfer In: IEEE Sensors Letters 7 (2023 ), Article No.: 7004904 ISSN: 2475-1472 DOI: 10.1109/LSENS.2023.3307122
Bachhuber S. , Weygers I. , Seel T. :Neural ODEs for Data-driven Automatic Self-Design of Finite-time Output Feedback Control for Unknown Nonlinear Dynamics In: IEEE Control Systems Letters (2023 ), p. 1-1 ISSN: 2475-1456 DOI: 10.1109/LCSYS.2023.3293277
Baker AM. , Maffitt NJ. , Del Vecchio A. , McKeating KM. , Baker MR. , Baker SN. , Soteropoulos DS. :Neural dysregulation in post-COVID fatigue In: Brain Communications 5 (2023 ), Article No.: fcad122 ISSN: 2632-1297 DOI: 10.1093/braincomms/fcad122
Boria N. , Kiederle J. , Yger F. , Blumenthal DB. :The edge-preservation similarity for comparing rooted, unordered, node-labeled trees In: Pattern Recognition Letters 167 (2023 ), p. 189-195 ISSN: 0167-8655 DOI: 10.1016/j.patrec.2023.02.017
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Borzuola R. , Nuccio S. , Scalia M. , Parrella M. , Del Vecchio A. , Bazzucchi I. , Felici F. , Macaluso A. :Adjustments in the motor unit discharge behavior following neuromuscular electrical stimulation compared to voluntary contractions In: Frontiers in Physiology 14 (2023 ), Article No.: 1212453 ISSN: 1664-042X DOI: 10.3389/fphys.2023.1212453
Brock L. , Ben-Atya H. , Saar G. , Folle L. , Maier A. , Freiman M. , Vandoorne K. :Deep Learning based T2 distribution estimation for bone marrow characterization in inflammation and aging European Molecular Imaging Meeting (EMIM) (Salzburg , 14. March 2023 - 17. March 2023 ) Open Access: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685 URL: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
Bräunig J. , Mejdani D. , Krauß D. , Grießhammer S. , Richer R. , Schüßler C. , Yip J. , Steigleder T. , Ostgathe C. , Eskofier B. , Vossiek M. :Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh , 15. October 2023 - 18. October 2023 )In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) , New York City : 2023 DOI: 10.1109/BHI58575.2023.10313506 URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
Brückner S. , Weber J. , Michler F. , Shanin N. , Schober R. , Hagelauer A. , Weigel R. , Gaßner H. , Winkler J. , Eskofier B. , Vossiek M. :A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology (2023 ), p. 1--10 ISSN: 2469-7249 DOI: 10.1109/JERM.2023.3321974 URL: https://ieeexplore.ieee.org/document/10286030
Casolo A. , Maeo S. , Balshaw TG. , Lanza MB. , Martin NRW. , Nuccio S. , Moro T. , Paoli A. , Felici F. , Maffulli N. , Eskofier B. , Kinfe TM. , Folland JP. , Farina D. , Del Vecchio A. :Non-invasive estimation of muscle fibre size from high-density electromyography In: The Journal of Physiology (2023 )ISSN: 0022-3751 DOI: 10.1113/JP284170
Cerutti S. , Eskofier B. , Tourassi G. :Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology In: IEEE Journal of Biomedical and Health Informatics 27 (2023 ), p. 2656-2659 ISSN: 2168-2194 DOI: 10.1109/JBHI.2023.3274977
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Day TG. , Kainz B. , Razavi R. , Simpson J. :RE: Wang et al. Diagnosis of fetal total anomalous pulmonary venous connection based on the post-left atrium space ratio using artificial intelligence In: Prenatal Diagnosis (2023 )ISSN: 0197-3851 DOI: 10.1002/pd.6287
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Del Vecchio A. :Neuromechanics of the Rate of Force Development In: Exercise and Sport Sciences Reviews 51 (2023 ), p. 34-42 ISSN: 0091-6331 DOI: 10.1249/JES.0000000000000306
Del Vecchio A. , Marconi Germer C. , Kinfe TM. , Nuccio S. , Hug F. , Eskofier B. , Farina D. , Enoka RM. :The Forces Generated by Agonist Muscles during Isometric Contractions Arise from Motor Unit Synergies In: The Journal of Neuroscience 43 (2023 ), p. 2860-2873 ISSN: 1529-2401 DOI: 10.1523/JNEUROSCI.1265-22.2023
Delgado-Ortiz L. , Polhemus A. , Keogh A. , Sutton N. , Remmele W. , Hansen C. , Kluge F. , Sharrack B. , Becker C. , Troosters T. , Maetzler W. , Rochester L. , Frei A. , Puhan MA. , Garcia-Aymerich J. :Listening to the patients' voice: a conceptual framework of the walking experience In: Age and Ageing 52 (2023 )ISSN: 0002-0729 DOI: 10.1093/ageing/afac233
Demir K. , Schieber H. , Weise T. , May M. , Maier A. , Yang SH. :Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition In: IEEE Journal of Biomedical and Health Informatics (2023 ), p. 1-14 ISSN: 2168-2194 DOI: 10.1109/JBHI.2023.3311628
Denzinger F. , Wels M. , Breininger K. , Taubmann O. , Mühlberg A. , Allmendinger T. , Gülsün MA. , Schöbinger M. , André F. , Buß SJ. , Görich J. , Sühling M. , Maier A. :How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography In: Scientific Reports 13 (2023 ), p. 2563- ISSN: 2045-2322 DOI: 10.1038/s41598-023-29347-9
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Dodge B. , Bennett HJ. , Kravchenko O. , Jamora V. , Parente M. , Jorge RN. , Oliveira D. , Nitschke M. , Koelewijn A. , Moore A. , Miodovnik M. , Audette M. :Towards a Patient-Specific Obstetric Simulator Through OpenSim Musculoskeletal Modelling 2023 Annual Modeling and Simulation Conference (ANNSIM) (Ontario, Canada , 23. May 2023 - 26. May 2023 )
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Dumbach P. , Schwinn L. , Löhr T. , Do PL. , Eskofier B. :Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach In: Evolutionary Intelligence (2023 )ISSN: 1864-5909 DOI: 10.1007/s12065-023-00878-4 URL: https://link.springer.com/article/10.1007/s12065-023-00878-4
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Dörrich M. , Fan M. , Kist A. :Impact of Mixed Precision Techniques on Training and Inference Efficiency of Deep Neural Networks In: IEEE Access 11 (2023 ), p. 57627-57634 ISSN: 2169-3536 DOI: 10.1109/ACCESS.2023.3284388
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Flaucher M. , Zakreuskaya A. , Nissen M. , Mocker A. , Fasching P. , Beckmann M. , Eskofier B. , Leutheuser H. :Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review In: Oncologist (2023 )ISSN: 1083-7159 DOI: 10.1093/oncolo/oyad217
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Fragoso-Garcia M. , Wilm F. , Bertram CA. , Merz S. , Schmidt A. , Donovan T. , Fuchs-Baumgartinger A. , Bartel A. , Marzahl C. , Diehl L. , Puget C. , Maier A. , Aubreville M. , Breininger K. , Klopfleisch R. :Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images In: Veterinary Pathology (2023 )ISSN: 0300-9858 DOI: 10.1177/03009858231189205
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Groh R. , Kist A. :End-To-end Evolutionary Neural Architecture Search for Microcontroller Units 2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023 (Berlin, DEU , 23. July 2023 - 25. July 2023 )In: 2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023 2023 DOI: 10.1109/COINS57856.2023.10189194
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Jehn C. , Müller J. , Kainz B. :Learnable Slice-to-volume Reconstruction for Motion Compensation in Fetal Magnetic Resonance Imaging Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig , 2. July 2023 - 4. July 2023 )In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023 DOI: 10.1007/978-3-658-41657-7_10
Kainz B. :Keynote: Beyond Supervised Learning Exploring Novel Machine Learning Approaches for Robust Medical Image Analysis Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig , 2. July 2023 - 4. July 2023 )In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023 DOI: 10.1007/978-3-658-41657-7_1
Kainz B. , Noble JA. , Schnabel J. , Khanal B. , Müller J. , Day T. (ed.):Simplifying Medical Ultrasound Cham : 2023 (Lecture Notes in Computer Science, Vol. 14337)ISBN: 9783031445200 DOI: 10.1007/978-3-031-44521-7
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
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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
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 )
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
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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
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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
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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
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Zugarini A. , Röthenbacher T. , Klede K. , Ernandes M. , Eskofier B. , Zanca D. :Die Rätselrevolution: Automated German Crossword Solving CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice , 30. November 2023 - 2. December 2023 )In: Federico Boschetti, Gianluca E. Lebani, Bernardo Magnini, Nicole Novielli (ed.): Proceedings of the 9th Italian Conference on Computational Linguistics 2023 Open Access: https://ceur-ws.org/Vol-3596/paper54.pdf URL: https://ceur-ws.org/Vol-3596/paper54.pdf
Zürl M. , Dirauf R. , Köferl F. , Steinlein N. , Sueskind J. , Zanca D. , Brehm I. , von Fersen L. , Eskofier B. :PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears In: Animals 13 (2023 ), p. 801 ISSN: 2076-2615 DOI: 10.3390/ani13050801
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Facco Rodrigues V. , Righi RR. , Andre da Costa C. , Stoffel Antunes R. , Bazo R. , Reis ES. , Seewald LA. , S. LG. , Eskofier B. :HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms In: IEEE Internet of Things (2022 )ISSN: 2327-4662 DOI: 10.1109/JIOT.2022.3160633
Fidorra J. , Nissen M. , Abdullahi Yari I. , Ostgathe C. , Steigleder T. , Eskofier B. :Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care 12th World Research Congress of the European Association for Palliative Care (Online , 18. May 2022 - 20. May 2022 ) DOI: 10.1177/02692163221093145 URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
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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 W. , 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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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
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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. , 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 )
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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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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
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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
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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
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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
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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 NVSJ. , 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
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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
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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
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Mittag C. , Waldheim V. , Krause A. , Seel T. :Using a single inertial sensor to control exergames for children with cerebral palsy In: Current Directions in Biomedical Engineering 8 (2022 ), p. 431-434 ISSN: 2364-5504 DOI: 10.1515/cdbme-2022-1110
Moradi H. , Roth N. , Seifer AK. , Eskofier B. :Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy 4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina )In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22) , NEW YORK : 2022 DOI: 10.1109/BHI56158.2022.9926873
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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 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
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
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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
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 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
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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
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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
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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
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. , Wieland GP. , Küderle A. , Ullrich M. , Gladow T. , Marxreiter F. , Klucken J. , Eskofier B. , Kluge F. :Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021 ) DOI: 10.1109/EMBC46164.2021.9630378
Sadegh S. , Skelton J. , Anastasi E. , Bernett J. , Blumenthal DB. , Galindez G. , Salgado-Albarran M. , Lazareva O. , Flanagan K. , Cockell S. , Nogales C. , Casas AI. , Schmidt HHHW. , Baumbach J. , Wipat A. , Kacprowski T. :Network medicine for disease module identification and drug repurposing with the NeDRex platform In: Nature Communications 12 (2021 ), Article No.: 6848 ISSN: 2041-1723 DOI: 10.1038/s41467-021-27138-2
Schleicher R. , Nitschke M. , Martschinke J. , Stamminger M. , Eskofier B. , Klucken J. , Koelewijn A. :BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online , 8. February 2021 - 10. February 2021 )In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021 DOI: 10.5220/0010210600250036 URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
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
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
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. , 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
2020
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
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
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
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
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
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
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
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
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
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
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
Publications by our professors before the department was established:
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2019
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
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
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