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 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
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
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
Dideriksen J. , Del Vecchio A. :Adaptations in motor unit properties underlying changes in recruitment, rate coding, and maximum force In: Journal of Neurophysiology 129 (2023 ), p. 235-246 ISSN: 0022-3077 DOI: 10.1152/jn.00222.2022
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
Engel L. , Khouri D. , Lomakin K. , Hofmann A. , Kleinlein M. , Ullmann I. , Vossiek M. , Gold G. :3D Printed Hemispherically Radiating Antenna for Broadband Millimeter Wave Applications In: IEEE Open Journal of Antennas and Propagation 4 (2023 ), p. 558-570 ISSN: 2637-6431 DOI: 10.1109/OJAP.2023.3279090
Goodlich BI. , Del Vecchio A. , Horan SA. , Kavanagh JJ. :Blockade of 5-HT2 receptors suppresses motor unit firing and estimates of persistent inward currents during voluntary muscle contraction in humans In: The Journal of Physiology (2023 )ISSN: 0022-3751 DOI: 10.1113/JP284164
Ibrahim A. , Adler W. , Gaßner H. , Rothhammer V. , Kluge F. , Eskofier B. :Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis In: International Journal of Medical Informatics 177 (2023 ), Article No.: 105145 ISSN: 1386-5056 DOI: 10.1016/j.ijmedinf.2023.105145
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
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 In: At-Automatisierungstechnik 71 (2023 ), p. 528-536 ISSN: 0178-2312 DOI: 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 In: PeerJ (2023 )ISSN: 2167-8359 DOI: 10.7717/peerj.14852 URL: 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 In: Sensors 23 (2023 )ISSN: 1424-8220 DOI: 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 In: Brain Sciences 13 (2023 ), Article No.: 492 ISSN: 2076-3425 DOI: 10.3390/brainsci13030492
Qiu J. , Wilm F. , Öttl M. , Schlereth M. , Liu C. , Heimann T. , Aubreville M. , Breininger K. :Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation In: The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023) 2023 DOI: 10.48550/arXiv.2307.07168
Richer R. , Abel L. , Küderle A. , Eskofier B. , Rohleder N. :CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling In: Psychoneuroendocrinology 151 (2023 ), p. 106073 ISSN: 0306-4530 DOI: 10.1016/j.psyneuen.2023.106073 URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
Salis F. , Bertuletti S. , Bonci T. , Caruso M. , Scott K. , Alcock L. , Buckley E. , Gazit E. , Hansen C. , Schwickert L. , Aminian K. , Becker C. , Brown P. , Carsin AE. , Caulfield B. , Chiari L. , D’Ascanio I. , Del Din S. , Eskofier B. , Garcia-Aymerich J. , Hausdorff JM. , Hume EC. , Kirk C. , Kluge F. , Koch S. , Küderle A. , Maetzler W. , Micó-Amigo EM. , Mueller A. , Neatrour I. , Paraschiv-Ionescu A. , Palmerini L. , Yarnall AJ. , Rochester L. , Sharrack B. , Singleton D. , Vereijken B. , Vogiatzis I. , Della Croce U. , Mazzà C. , Cereatti A. :A multi-sensor wearable system for the assessment of diseased gait in real-world conditions In: Frontiers in Bioengineering and Biotechnology 11 (2023 ), Article No.: 1143248 ISSN: 2296-4185 DOI: 10.3389/fbioe.2023.1143248
Schüßler C. , Hoffmann M. , Wirth V. , Eskofier B. , Weyrich T. , Stamminger M. , Vossiek M. :Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator 2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US , 21. June 2023 - 26. June 2023 )In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023 DOI: 10.1109/RadarConf2351548.2023.10149641
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 In: BMJ Open Sport and Exercise Medicine 8 (2022 )ISSN: 2055-7647 DOI: 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? In: Journal of Comparative Pathology 191 (2022 )ISSN: 0021-9975 DOI: 10.1016/j.jcpa.2021.11.017
Bertram CA. , Aubreville M. , Donovan TA. , Bartel A. , Wilm F. , Marzahl C. , Assenmacher CA. , Becker K. , Bennett M. , Corner S. , Cossic B. , Denk D. , Dettwiler M. , Gonzalez BG. , Gurtner C. , Haverkamp AK. , Heier A. , Lehmbecker A. , Merz S. , Noland EL. , Plog S. , Schmidt A. , Sebastian F. , Sledge DG. , Smedley RC. , Tecilla M. , Thaiwong T. , Fuchs-Baumgartinger A. , Meuten DJ. , Breininger K. , Kiupel M. , Maier A. , Klopfleisch R. :Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy In: Veterinary Pathology 59 (2022 ), p. 211-226 ISSN: 0300-9858 DOI: 10.1177/03009858211067478
Bertram CA. , Marzahl C. , Bartel A. , Stayt J. , Bonsembiante F. , Beeler-Marfisi J. , Barton AK. , Brocca G. , Gelain ME. , Glasel A. , Du Preez K. , Weiler K. , Weissenbacher-Lang C. , Breininger K. , Aubreville M. , Maier A. , Klopfleisch R. , Hill J. :Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm In: Veterinary Pathology (2022 )ISSN: 0300-9858 DOI: 10.1177/03009858221137582
Cakici A. , Oßwald M. , Souza de Oliveira D. , Braun D. , Simpetru R. , Kinfe TM. , Eskofier B. , Del Vecchio A. :A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow , 11. July 2022 - 15. July 2022 ) DOI: 10.1109/EMBC48229.2022.9870914
Cakici AL. , Oßwald M. , Souza de Oliveira D. , Braun D. , Simpetru RC. , Kinfe TM. , Eskofier B. , Del Vecchio A. :A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR , 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 DOI: 10.1109/EMBC48229.2022.9870914
Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling Medical Imaging with Deep Learning (Zürich , 6. July 2022 - 8. July 2022 ) Open Access: https://openreview.net/pdf?id=vVPMifME8b
Denzinger F. , Wels M. , Taubmann O. , Gülsün MA. , Schöbinger M. , Andre F. , Buss SJ. , Goerich J. , Sühling M. , Maier A. , Breininger K. :CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling International Conference on Medical Imaging with Deep Learning (Zürich , 6. July 2022 - 8. July 2022 )In: PMLR (ed.): PMLR 2022 URL: https://proceedings.mlr.press/v172/denzinger22a.html
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
Fleischmann S. , Nitschke M. , Marzilger R. , Koelewijn A. :Can we combine data sets? Feature extraction and clustering motion capture data 17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan , 16. July 2022 - 19. July 2022 )
Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Maier A. , Roemer F. , Simon D. , Schett G. :CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING EULAR Congress (Kopenhagen , 1. June 2022 - 4. June 2022 )In: Prof Josef Smolen (ed.): Supplement 1 2022 DOI: 10.1136/annrheumdis-2022-eular.966 URL: https://ard.bmj.com/content/81/Suppl_1/194.2
Folle L. , Bayat S. , Kleyer A. , Fagni F. , Kapsner L. , Schlereth M. , Meinderink T. , Breininger K. , Tascilar K. , Krönke G. , Uder M. , Sticherling M. , Bickelhaupt S. , Schett G. , Maier A. , Roemer F. , Simon D. :Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis In: Rheumatology (2022 )ISSN: 1462-0324 DOI: 10.1093/rheumatology/keac197
Grzech D. , Azampour MF. , Glocker B. , Schnabel J. , Navab N. , Kainz B. , Folgoc LL. :A variational Bayesian method for similarity learning in non-rigid image registration 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 (New Orleans, LA , 19. June 2022 - 24. June 2022 )In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022 DOI: 10.1109/CVPR52688.2022.00022
Halt L. , Meindl M. , Bayer V. , Kraus W. , Seel T. :Autonomous Cycle Time Reduction of Robotic Tasks Using Iterative Learning Control IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Kyoto, JAPAN )In: 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) , NEW YORK : 2022 DOI: 10.1109/IROS47612.2022.9981042
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. , 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 DOI: 10.21437/Interspeech.2022-10674 URL: 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 In: The Journal of Physiology (2022 )ISSN: 0022-3751 DOI: 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 In: Expert review of neurotherapeutics (2022 )ISSN: 1473-7175 DOI: 10.1080/14737175.2022.2091988
Kist A. , Breininger K. , Dörrich M. , Dürr S. , Schützenberger A. , Semmler M. :A single latent channel is sufficient for biomedical glottis segmentation In: Scientific Reports 12 (2022 ), p. 14292- ISSN: 2045-2322 DOI: 10.1038/s41598-022-17764-1
Kleinbeck C. , Schieber H. , Andress S. , Krautz C. , Roth D. :ARTFM: Augmented Reality Visualization of Tool Functionality Manuals in Operating Rooms 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (Virtual , 12. March 2022 - 16. March 2022 )In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022 DOI: 10.1109/VRW55335.2022.00219
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 DOI: 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 In: Frontiers in Robotics and AI 9 (2022 ), Article No.: 793512 ISSN: 2296-9144 DOI: 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 ) URL: 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 In: Pain and Therapy (2022 )ISSN: 2193-8237 DOI: 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) In: European Geriatric Medicine (2022 )ISSN: 1878-7649 DOI: 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 DOI: 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 DOI: 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 In: IEEE Transactions on Visualization and Computer Graphics (2022 )ISSN: 1077-2626 DOI: 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 In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022 ), p. 283-298 ISSN: 0167-739X DOI: 10.1016/j.future.2022.05.006
Schieber H. , Duerr F. , Schoen T. , Beyerer J. :Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation 2022 IEEE Intelligent Vehicles Symposium, IV 2022 (Aachen, DEU , 5. June 2022 - 9. June 2022 )In: IEEE Intelligent Vehicles Symposium, Proceedings 2022 DOI: 10.1109/IV51971.2022.9827113
Schieber H. , Kleinbeck C. , Pradel C. , Theelke L. , Roth D. :A Mixed Reality Guidance System for Blind and Visually Impaired People 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (, 12. March 2022 - 16. March 2022 )In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022 DOI: 10.1109/VRW55335.2022.00214
Schlereth M. , Stromer D. , Breininger K. , Wagner A. , Tan L. , Maier A. , Knieling F. :Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU , 26. June 2022 - 28. June 2022 )In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022 DOI: 10.1007/978-3-658-36932-3_60
Schmidt LM. , Brosig J. , Plinge A. , Eskofier B. , Mutschler C. :An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN , 8. October 2022 - 12. October 2022 )In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022 DOI: 10.1109/ITSC55140.2022.9922205
Sierotowicz M. , Lotti N. , Rupp R. , Masia L. , Castellini C. :A Comprehensive Framework for the Modelling of Cartesian Force Output in Human Limbs 2022 International Conference on Rehabilitation Robotics, ICORR 2022 (Rotterdam , 25. July 2022 - 29. July 2022 )In: IEEE International Conference on Rehabilitation Robotics 2022 DOI: 10.1109/ICORR55369.2022.9896547
Simpetru R. , Oßwald M. , Braun D. , Souza de Oliveira D. , Cakici A. , Del Vecchio A. :Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, UK , 11. July 2022 - 15. July 2023 ) DOI: 10.1109/EMBC48229.2022.9870937
Simpetru RC. , Oßwald M. , Braun D. , Souza de Oliveira D. , Cakici AL. , Del Vecchio A. :Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR , 11. July 2022 - 15. July 2022 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 DOI: 10.1109/EMBC48229.2022.9870937
Stern AD. , Brönneke J. , Debatin JF. , Hagen J. , Matthies H. , Patel S. , Clay I. , Eskofier B. , Herr A. , Hoeller K. , Jaksa A. , Kramer DB. , Kyhlstedt M. , Lofgren KT. , Mahendraratnam N. , Muehlan H. , Reif S. , Riedemann L. , Goldsack JC. :Advancing digital health applications: priorities for innovation in real-world evidence generation In: The Lancet Digital Health 4 (2022 ), p. e200-e206 ISSN: 2589-7500 DOI: 10.1016/S2589-7500(21)00292-2
Truong MT. , Nwosu OB. , Gaytan Torres ME. , Segura Vargas MP. , Seifer AK. , Nitschke M. , Ibrahim A. , Knitza J. , Krusche M. , Eskofier B. , Schett G. , Morf H. :A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study In: JMIR Formative Research 6 (2022 ), p. e34566 ISSN: 2561-326X DOI: 10.2196/34566 URL: https://formative.jmir.org/2022/6/e34566
Weber N. , Lennartz R. , Knitza J. , Bayat S. , Sadeghi M. , Ibrahim A. , Karatastan C. , Sudhakar A. , Ramzezanzadegan N. , Kahali S. , Mirzayev A. , Schuster L. , Schett G. , Eskofier B. , Kleyer A. :AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS In: Annals of the Rheumatic Diseases 81 (2022 ), p. 1866.2-1867 ISSN: 0003-4967 DOI: 10.1136/annrheumdis-2022-eular.3069
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
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
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 DOI: 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 DOI: 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 DOI: 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 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
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
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
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
Kluge F. , Del Din S. , Cereatti A. , Gaßner H. , Hansen C. , Helbostad JL. , Klucken J. , Küderle A. , Mueller A. , Rochester L. , Ullrich M. , Eskofier B. , Mazza C. :Consensus based framework for digital mobility monitoring In: PLoS ONE 16 (2021 )ISSN: 1932-6203 DOI: 10.1371/journal.pone.0256541
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
Lukas C. , Eskofier B. , Berking M. :A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. In: JMIR Mental Health 8 (2021 ), Article No.: e16643 ISSN: 2368-7959 DOI: 10.2196/16643
Maier J. , Maier A. , Eskofier B. , Fahrig R. , Choi JH. :3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT In: IEEE Access 9 (2021 ), p. 71821-71831 ISSN: 2169-3536 DOI: 10.1109/ACCESS.2021.3079368
Markov DA. , Petrucco L. , Kist A. , Portugues R. :A cerebellar internal model calibrates a feedback controller involved in sensorimotor control In: Nature Communications 12 (2021 ), Article No.: 6694 ISSN: 2041-1723 DOI: 10.1038/s41467-021-26988-0
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
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
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
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 DOI: 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 In: eNeuro 8 (2021 ), p. 1-14 ISSN: 2373-2822 DOI: 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 In: Physics in Medicine and Biology 66 (2021 ), Article No.: 015004 ISSN: 0031-9155 DOI: 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 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
2020 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
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
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
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