Publications
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2023 2023
Abdullahi I. , Raab R. , Küderle A. , Eskofier B. :Aligning Federated Learning with Existing Trust Structures in Health Care Systems International Journal of Environmental Research and Public Health 20 2023 ), Article No.: 5378 ISSN: 1661-7827 10.3390/ijerph20075378 https://www.mdpi.com/1660-4601/20/7/5378 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 Scientific Data 10 2023 ), Article No.: 484 ISSN: 2052-4463 10.1038/s41597-023-02327-4 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 Frontiers in Physiology 14 2023 ), Article No.: 1212453 ISSN: 1664-042X 10.3389/fphys.2023.1212453 Dideriksen J. , Del Vecchio A. :Adaptations in motor unit properties underlying changes in recruitment, rate coding, and maximum force Journal of Neurophysiology 129 2023 ), p. 235-246 ISSN: 0022-3077 10.1152/jn.00222.2022 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 Evolutionary Intelligence 2023 )ISSN: 1864-5909 10.1007/s12065-023-00878-4 https://link.springer.com/article/10.1007/s12065-023-00878-4 Engel L. , Khouri D. , Lomakin K. , Hofmann A. , Kleinlein M. , Ullmann I. , Vossiek M. , Gold G. :3D Printed Hemispherically Radiating Antenna for Broadband Millimeter Wave Applications IEEE Open Journal of Antennas and Propagation 4 2023 ), p. 558-570 ISSN: 2637-6431 10.1109/OJAP.2023.3279090 Goodlich BI. , Del Vecchio A. , Horan SA. , Kavanagh JJ. :Blockade of 5-HT2 receptors suppresses motor unit firing and estimates of persistent inward currents during voluntary muscle contraction in humans The Journal of Physiology 2023 )ISSN: 0022-3751 10.1113/JP284164 Ibrahim A. , Adler W. , Gaßner H. , Rothhammer V. , Kluge F. , Eskofier B. :Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis International Journal of Medical Informatics 177 2023 ), Article No.: 105145 ISSN: 1386-5056 10.1016/j.ijmedinf.2023.105145 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 Transactions on Machine Learning Research 2023 ), p. 1-26 ISSN: 2835-8856 https://openreview.net/pdf?id=oq3tx5kinu https://openreview.net/forum?id=oq3tx5kinu Marzi C. , Buck F. , Mathis-Ullrich F. :Continuum robot actuation by a single motor per antagonistic tendon pair: Workspace and repeatability analysis Kontinuumsroboter-Aktuierung mittels eines Motors pro antagonistischen Kabelpaar. Arbeitsraum- und Wiederholgenauigkeitsanalyse At-Automatisierungstechnik 71 2023 ), p. 528-536 ISSN: 0178-2312 10.1515/auto-2023-0066 Nitschke M. , Marzilger R. , Leyendecker S. , Eskofier B. , Koelewijn A. :Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data PeerJ 2023 )ISSN: 2167-8359 10.7717/peerj.14852 https://peerj.com/articles/14852/ Oppelt MP. , Foltyn A. , Deuschel J. , Lang NR. , Holzer N. , Eskofier B. , Yang SH. :ADABase: A Multimodal Dataset for Cognitive Load Estimation Sensors 23 2023 )ISSN: 1424-8220 10.3390/s23010340 Qassim H. , Zhao Y. , Ströbel A. , Regensburger M. , Buchfelder M. , Souza de Oliveira D. , Del Vecchio A. , Kinfe TM. :Deep Brain Stimulation for Chronic Facial Pain: An Individual Participant Data (IPD) Meta-Analysis Brain Sciences 13 2023 ), Article No.: 492 ISSN: 2076-3425 10.3390/brainsci13030492 Qiu J. , Wilm F. , Öttl M. , Schlereth M. , Liu C. , Heimann T. , Aubreville M. , Breininger K. :Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation In: The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023) 2023 10.48550/arXiv.2307.07168 Richer R. , Abel L. , Küderle A. , Eskofier B. , Rohleder N. :CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling Psychoneuroendocrinology 151 2023 ), p. 106073 ISSN: 0306-4530 10.1016/j.psyneuen.2023.106073 https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513 Salis F. , Bertuletti S. , Bonci T. , Caruso M. , Scott K. , Alcock L. , Buckley E. , Gazit E. , Hansen C. , Schwickert L. , Aminian K. , Becker C. , Brown P. , Carsin AE. , Caulfield B. , Chiari L. , D’Ascanio I. , Del Din S. , Eskofier B. , Garcia-Aymerich J. , Hausdorff JM. , Hume EC. , Kirk C. , Kluge F. , Koch S. , Küderle A. , Maetzler W. , Micó-Amigo EM. , Mueller A. , Neatrour I. , Paraschiv-Ionescu A. , Palmerini L. , Yarnall AJ. , Rochester L. , Sharrack B. , Singleton D. , Vereijken B. , Vogiatzis I. , Della Croce U. , Mazzà C. , Cereatti A. :A multi-sensor wearable system for the assessment of diseased gait in real-world conditions Frontiers in Bioengineering and Biotechnology 11 2023 ), Article No.: 1143248 ISSN: 2296-4185 10.3389/fbioe.2023.1143248 Schüßler C. , Hoffmann M. , Wirth V. , Eskofier B. , Weyrich T. , Stamminger M. , Vossiek M. :Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator 2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US 21. June 2023 - 26. June 2023 )In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023 10.1109/RadarConf2351548.2023.10149641 Vornehm M. , Wetzl J. , Giese D. , Pang J. , Ahmad R. , Knoll F. :Deep Learning-Based Reconstruction of Accelerated Cardiac Cine MRI at 0.55T 2023 ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, ON 3. June 2023 - 8. June 2023 )In: Proceedings of the International Society for Magnetic Resonance in Medicine 2023
2022 2022
Albrecht BM. , Flasskamp FT. , Koster A. , Eskofier B. , Bammann K. :Cross-sectional survey on researchers' experience in using accelerometers in health-related studies BMJ Open Sport and Exercise Medicine 8 2022 )ISSN: 2055-7647 10.1136/bmjsem-2021-001286 Bertram CA. , Aubreville M. , Donovan TA. , Bartel A. , Wilm F. , Marzahl C. , Assenmacher CA. , Becker K. , Bennett M. , Corner S. , Cossic B. , Denk D. , Dettwiler M. , Gonzalez BG. , Gurtner C. , Haverkamp AK. , Heier A. , Lehmbecker A. , Merz S. , Noland EL. , Plog S. , Schmidt A. , Sebastian F. , Sledge DG. , Smedley RC. , Tecilla M. , Thaiwong T. , Fuchs-Baumgartinger A. , Meuten DJ. , Breininger K. , Kiupel M. , Maier A. , Klopfleisch R. :Computer Assistance: A New Gold Standard for the Mitotic Count? Journal of Comparative Pathology 191 2022 )ISSN: 0021-9975 10.1016/j.jcpa.2021.11.017 Bertram CA. , Aubreville M. , Donovan TA. , Bartel A. , Wilm F. , Marzahl C. , Assenmacher CA. , Becker K. , Bennett M. , Corner S. , Cossic B. , Denk D. , Dettwiler M. , Gonzalez BG. , Gurtner C. , Haverkamp AK. , Heier A. , Lehmbecker A. , Merz S. , Noland EL. , Plog S. , Schmidt A. , Sebastian F. , Sledge DG. , Smedley RC. , Tecilla M. , Thaiwong T. , Fuchs-Baumgartinger A. , Meuten DJ. , Breininger K. , Kiupel M. , Maier A. , Klopfleisch R. :Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy Veterinary Pathology 59 2022 ), p. 211-226 ISSN: 0300-9858 10.1177/03009858211067478 Bertram CA. , Marzahl C. , Bartel A. , Stayt J. , Bonsembiante F. , Beeler-Marfisi J. , Barton AK. , Brocca G. , Gelain ME. , Glasel A. , Du Preez K. , Weiler K. , Weissenbacher-Lang C. , Breininger K. , Aubreville M. , Maier A. , Klopfleisch R. , Hill J. :Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm Veterinary Pathology 2022 )ISSN: 0300-9858 10.1177/03009858221137582 Cakici A. , Oßwald M. , Souza de Oliveira D. , Braun D. , Simpetru R. , Kinfe TM. , Eskofier B. , Del Vecchio A. :A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow 11. July 2022 - 15. July 2022 )10.1109/EMBC48229.2022.9870914 Cakici AL. , Oßwald M. , Souza de Oliveira D. , Braun D. , Simpetru RC. , Kinfe TM. , Eskofier B. , Del Vecchio A. :A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 10.1109/EMBC48229.2022.9870914 Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling Medical Imaging with Deep Learning (Zürich 6. July 2022 - 8. July 2022 )https://openreview.net/pdf?id=vVPMifME8b Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling International Conference on Medical Imaging with Deep Learning (Zürich 6. July 2022 - 8. July 2022 )In: PMLR (ed.): PMLR 2022 https://proceedings.mlr.press/v172/denzinger22a.html 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 )10.1177/02692163221093145 https://journals.sagepub.com/doi/10.1177/02692163221093145 Fleischmann S. , Nitschke M. , Marzilger R. , Koelewijn A. :Can we combine data sets? Feature extraction and clustering motion capture data 17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan 16. July 2022 - 19. July 2022 )Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Maier A. , Roemer F. , Simon D. , Schett G. :CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING EULAR Congress (Kopenhagen 1. June 2022 - 4. June 2022 )In: Prof Josef Smolen (ed.): Supplement 1 2022 10.1136/annrheumdis-2022-eular.966 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 Rheumatology 2022 )ISSN: 1462-0324 10.1093/rheumatology/keac197 Grzech D. , Azampour MF. , Glocker B. , Schnabel J. , Navab N. , Kainz B. , Folgoc LL. :A variational Bayesian method for similarity learning in non-rigid image registration 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 (New Orleans, LA 19. June 2022 - 24. June 2022 )In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022 10.1109/CVPR52688.2022.00022 Halt L. , Meindl M. , Bayer V. , Kraus W. , Seel T. :Autonomous Cycle Time Reduction of Robotic Tasks Using Iterative Learning Control IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Kyoto, JAPAN In: 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) , NEW YORK 2022 10.1109/IROS47612.2022.9981042 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 10.1007/978-3-031-16270-1_24 https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24 Hernandez A. , Pérez 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 10.21437/Interspeech.2022-10674 https://www.isca-speech.org/archive/interspeech_2022/hernandez22_interspeech.html Hug F. , Avrillon S. , Sarcher A. , Del Vecchio A. , Farina D. :Correlation networks of spinal motor neurons that innervate lower limb muscles during a multi-joint isometric task The Journal of Physiology 2022 )ISSN: 0022-3751 10.1113/JP283040 Kim J. , Gadjimuradov F. , Benkert T. , Vahle T. , Maier A. :Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abodiminal Diffusion-Weighted Imaging Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London 7. May 2022 - 12. May 2022 )Kinfe TM. , Del Vecchio A. , Nüssel M. , Zhao Y. , Stadlbauer A. , Buchfelder M. :Deep brain stimulation and stereotactic-assisted brain graft injection targeting fronto-striatal circuits for Huntington's disease: an update Expert review of neurotherapeutics 2022 )ISSN: 1473-7175 10.1080/14737175.2022.2091988 Kist A. , Breininger K. , Dörrich M. , Dürr S. , Schützenberger A. , Semmler M. :A single latent channel is sufficient for biomedical glottis segmentation Scientific Reports 12 2022 ), p. 14292- ISSN: 2045-2322 10.1038/s41598-022-17764-1 Kleinbeck C. , Schieber H. , Andress S. , Krautz C. , Roth D. :ARTFM: Augmented Reality Visualization of Tool Functionality Manuals in Operating Rooms 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (Virtual 12. March 2022 - 16. March 2022 )In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022 10.1109/VRW55335.2022.00219 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 )Lebbos C. , Barcroft J. , Tan J. , Müller J. , Baugh M. , Vlontzos A. , Saso S. , Kainz B. :Adnexal Mass Segmentation with Ultrasound Data Synthesis 3rd International Workshop of Advances in Simplifying Medical Ultrasound, ASMUS 2022, held in Conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP 18. September 2022 - 18. September 2022 )In: Stephen Aylward, J. Alison Noble, Yipeng Hu, Su-Lin Lee, Zachary Baum, Zhe Min (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 10.1007/978-3-031-16902-1_11 Meindl M. , Lehmann D. , Seel T. :Bridging Reinforcement Learning and Iterative Learning Control: Autonomous Motion Learning for Unknown, Nonlinear Dynamics Frontiers in Robotics and AI 9 2022 ), Article No.: 793512 ISSN: 2296-9144 10.3389/frobt.2022.793512 Nitschke M. , Marzilger R. , Koelewijn A. :3D full-body optimal control simulations with change of direction directly driven by motion capture data 17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan 16. July 2022 - 19. July 2022 )https://www.youtube.com/watch?v=3ZFwDhZqZPU Nüssel M. , Zhao Y. , Knorr C. , Regensburger M. , Stadlbauer A. , Buchfelder M. , Del Vecchio A. , Kinfe TM. :Deep Brain Stimulation, Stereotactic Radiosurgery and High-Intensity Focused Ultrasound Targeting the Limbic Pain Matrix: A Comprehensive Review Pain and Therapy 2022 )ISSN: 2193-8237 10.1007/s40122-022-00381-1 Ollenschläger M. , Müller-Schulz M. , Püllen R. , Möller C. , Klucken J. , Eskofier B. , Kluge F. :Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1) European Geriatric Medicine 2022 )ISSN: 1878-7649 10.1007/s41999-022-00646-0 Ploner S. , Chen S. , Won J. , Husvogt L. , Breininger K. , Schottenhamml J. , Fujimoto J. , Maier A. :A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, SGP 18. September 2022 - 22. September 2022 )In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 10.1007/978-3-031-16434-7_50 Reynaud H. , Vlontzos A. , Dombrowski M. , Gilligan Lee C. , Beqiri A. , Leeson P. , Kainz B. :D’ARTAGNAN: Counterfactual Video Generation 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore 18. September 2022 - 22. September 2022 )In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 10.1007/978-3-031-16452-1_57 Robles M. , Namdarian N. , Otto J. , Wassiljew E. , Navab N. , Falter-Wagner C. , Roth D. :A Virtual Reality Based System for the Screening and Classification of Autism IEEE Transactions on Visualization and Computer Graphics 2022 )ISSN: 1077-2626 10.1109/TVCG.2022.3150489 Rodrigues VF. , Antunes RS. , Seewald LA. , Bazo R. , dos Reis ES. , dos Santos UJ. , Righi RdR. , da S. LG. , da Costa CA. , Bertollo FL. , Maier A. , Eskofier B. , Horz T. , Pfister M. , Fahrig R. :A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 2022 ), p. 283-298 ISSN: 0167-739X 10.1016/j.future.2022.05.006 Schieber H. , Duerr F. , Schoen T. , Beyerer J. :Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation 2022 IEEE Intelligent Vehicles Symposium, IV 2022 (Aachen, DEU 5. June 2022 - 9. June 2022 )In: IEEE Intelligent Vehicles Symposium, Proceedings 2022 10.1109/IV51971.2022.9827113 Schieber H. , Kleinbeck C. , Pradel C. , Theelke L. , Roth D. :A Mixed Reality Guidance System for Blind and Visually Impaired People 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (, 12. March 2022 - 16. March 2022 )In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022 10.1109/VRW55335.2022.00214 Schlereth M. , Stromer D. , Breininger K. , Wagner A. , Tan L. , Maier A. , Knieling F. :Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 10.1007/978-3-658-36932-3_60 Schmidt LM. , Brosig J. , Plinge A. , Eskofier B. , Mutschler C. :An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN 8. October 2022 - 12. October 2022 )In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022 10.1109/ITSC55140.2022.9922205 Sierotowicz M. , Lotti N. , Rupp R. , Masia L. , Castellini C. :A Comprehensive Framework for the Modelling of Cartesian Force Output in Human Limbs 2022 International Conference on Rehabilitation Robotics, ICORR 2022 (Rotterdam 25. July 2022 - 29. July 2022 )In: IEEE International Conference on Rehabilitation Robotics 2022 10.1109/ICORR55369.2022.9896547 Simpetru R. , Oßwald M. , Braun D. , Souza de Oliveira D. , Cakici A. , Del Vecchio A. :Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, UK 11. July 2022 - 15. July 2023 )10.1109/EMBC48229.2022.9870937 Simpetru RC. , Oßwald M. , Braun D. , Souza de Oliveira D. , Cakici AL. , Del Vecchio A. :Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 10.1109/EMBC48229.2022.9870937 Stern AD. , Brönneke J. , Debatin JF. , Hagen J. , Matthies H. , Patel S. , Clay I. , Eskofier B. , Herr A. , Hoeller K. , Jaksa A. , Kramer DB. , Kyhlstedt M. , Lofgren KT. , Mahendraratnam N. , Muehlan H. , Reif S. , Riedemann L. , Goldsack JC. :Advancing digital health applications: priorities for innovation in real-world evidence generation The Lancet Digital Health 4 2022 ), p. e200-e206 ISSN: 2589-7500 10.1016/S2589-7500(21)00292-2 Truong MT. , Nwosu OB. , Gaytan Torres ME. , Segura Vargas MP. , Seifer AK. , Nitschke M. , Ibrahim A. , Knitza J. , Krusche M. , Eskofier B. , Schett G. , Morf H. :A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study JMIR Formative Research 6 2022 ), p. e34566 ISSN: 2561-326X 10.2196/34566 https://formative.jmir.org/2022/6/e34566 Weber N. , Lennartz R. , Knitza J. , Bayat S. , Sadeghi M. , Ibrahim A. , Karatastan C. , Sudhakar A. , Ramzezanzadegan N. , Kahali S. , Mirzayev A. , Schuster L. , Schett G. , Eskofier B. , Kleyer A. :AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS Annals of the Rheumatic Diseases 81 2022 ), p. 1866.2-1867 ISSN: 0003-4967 10.1136/annrheumdis-2022-eular.3069 Zhdanov A. , Dolganov A. , Zanca D. , Borisov V. , Ronkin M. :Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing Applied Sciences 12 2022 ), Article No.: 12365 ISSN: 2076-3417 10.3390/app122312365 Zibetti MVW. , Knoll F. , Regatte RR. :Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications IEEE Transactions on Computational Imaging 2022 ), p. 1-1 ISSN: 2333-9403 10.1109/TCI.2022.3176129 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 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 Animals 12 2022 ), p. 692 ISSN: 2076-2615 10.3390/ani12060692
2021 2021
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 (IPIN) (Lloret de Mar 29. November 2021 - 2. November 2021 )In: Proc. Intl. Conf. Indoor Positioning and Indoor Navigation (IPIN) 2021 10.1109/IPIN51156.2021.9662545 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, Spain 29. November 2021 - 2. December 2021 )In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021 10.1109/IPIN51156.2021.9662545 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 10.1007/978-3-030-87722-4_23 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 10.1007/978-3-030-75549-2_25 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 Journal of Applied Physiology 131 2021 ), p. 1584-1598 ISSN: 8750-7587 10.1152/japplphysiol.00192.2021 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 Journal of Electromyography and Kinesiology 58 2021 ), Article No.: 102548 ISSN: 1050-6411 10.1016/j.jelekin.2021.102548 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 https://iovs.arvojournals.org/article.aspx?articleid=2773716 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 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 10.1007/978-3-030-87583-1_15
Kluge F. , Del Din S. , Cereatti A. , Gaßner H. , Hansen C. , Helbostad JL. , Klucken J. , Küderle A. , Mueller A. , Rochester L. , Ullrich M. , Eskofier B. , Mazza C. :Consensus based framework for digital mobility monitoring PLoS ONE 16 2021 )ISSN: 1932-6203 10.1371/journal.pone.0256541 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 )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 Data 6 2021 ), Article No.: 72 ISSN: 2306-5729 10.3390/data6070072 Lukas C. , Eskofier B. , Berking M. :A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. 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July 2021 )In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021 10.1109/BHI50953.2021.9508529 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 Journal of Open Source Software 6 2021 ), p. 3702 ISSN: 2475-9066 10.21105/joss.03702 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 Sensors 21 2021 ), Article No.: 6559 ISSN: 1424-8220 10.3390/s21196559 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. 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February 2021 )In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021 10.5220/0010210600250036 https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1 Strak R. , Yu K. , Pankratz F. , Lazarovici M. , Sandmeyer B. , Reichling J. , Weidert S. , Kraetsch C. , Roegele 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 10.1145/3473856.3473883 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 eNeuro 8 2021 ), p. 1-14 ISSN: 2373-2822 10.1523/ENEURO.0497-20.2021 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 Physics in Medicine and Biology 66 2021 ), Article No.: 015004 ISSN: 0031-9155 10.1088/1361-6560/abc93a 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 Sensors 21 2021 ), Article No.: 3728 ISSN: 1424-8220 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 IEEE Transactions on Visualization and Computer Graphics 2021 )ISSN: 1077-2626 10.1109/TVCG.2021.3106480
2020 2020
Blumenthal DB. , Baumbach J. , Hoffmann M. , Kacprowski T. , List M. :A framework for modeling epistatic interaction Bioinformatics 37 2020 ), p. 1708 - 1716 ISSN: 1367-4803 10.1093/bioinformatics/btaa990 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 Vldb Journal 29 2020 ), p. 419-458 ISSN: 1066-8888 10.1007/s00778-019-00544-1 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 )https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf 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 Bioinformatics 37 2020 ), p. 2398 - 2404 ISSN: 1367-4803 10.1093/bioinformatics/btaa1076 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 )10.1007/978-3-030-67670-4_33 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 10.1109/ISMAR-Adjunct51615.2020.00018 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 Journal of Neurology 2020 )ISSN: 0340-5354 10.1007/s00415-020-10355-y