Publications
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2023 2023
Bräunig J. , Wirth V. , Kammel C. , Schüßler C. , Ullmann I. , Stamminger M. , Vossiek M. :An Ultra-Efficient Approach for High-Resolution MIMO Radar Imaging of Human Hand Poses IEEE Transactions on Radar Systems 2023 ), p. 1-1 ISSN: 2832-7357 10.1109/TRS.2023.3309574 Fleischmann S. , Shanbhag J. , Miehling J. , Wartzack S. , Leyendecker S. , Koelewijn A. , Eskofier B. :Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control 28th Congress of the European Society of Biomechanics (Maastricht 9 July 2023 - 12 July 2023 )Heinrich S. , Coppers B. , Liphardt AM. , Leyendecker S. :On the inclusion of motion capture data in optimal control simulations of the human hand conference, 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (Paris 3 May 2023 - 5 May 2023 )Küderle A. , Richer R. , Simpetru R. , Eskofier B. :tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation Journal of Open Source Software 8 2023 ), p. 4953 ISSN: 2475-9066 10.21105/joss.04953 https://joss.theoj.org/papers/10.21105/joss.04953 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/ Ott T. , Heckel M. , Öhl N. , Steigleder T. , Albrecht N. , Ostgathe C. , Dabrock P. :Palliative Care and new technologies. The use of smart sensor technologies and its impact on the Total Care principle BMC Palliative Care 2023 )ISSN: 1472-684X 10.1186/s12904-023-01174-9 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 Scherb D. , Wartzack S. , Miehling J. :Modelling the interaction between wearable assistive devices and digital human models—A systematic review Frontiers in Bioengineering and Biotechnology 10 2023 )ISSN: 2296-4185 10.3389/fbioe.2022.1044275 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 Shanbhag J. , Fleischmann S. , Eskofier B. , Koelewijn A. , Wartzack S. , Miehling J. :Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model ISPGR World Congress 2023 (Brisbane 9 July 2023 - 13 July 2023 )Ullrich M. , Roth N. , Küderle A. , Richer R. , Gladow T. , Gaßner H. , Marxreiter F. , Klucken J. , Eskofier B. , Kluge F. :Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. IEEE Journal of Biomedical and Health Informatics 27 2023 ), p. 319-328 ISSN: 2168-2194 10.1109/JBHI.2022.3215921 Wechsler I. , Koelewijn A. , Wartzack S. , Miehling J. :Towards individualized biomechanical models in multiple domains 28th Congress of the European Society of Biomechanics (Maastricht 9 July 2023 - 12 July 2023 )
2022 2022
Bleher H. , Braun M. :Diffused responsibility: attributions of responsibility in the use of AI-driven clinical decision support systems AI and Ethics 2022 )ISSN: 2730-5961 10.1007/s43681-022-00135-x https://link.springer.com/content/pdf/10.1007/s43681-022-00135-x.pdf Braun M. , Krutzinna J. :Digital twins and the ethics of health decision-making concerning children Patterns 3 2022 )ISSN: 2666-3899 10.1016/j.patter.2022.100469 Coppers B. , Heinrich S. , Phutane U. , Berisha D. , Tascilar K. , Kleyer A. , Simon D. , Bräunig J. , Penner J. , Vossiek M. , Schönau J. , Bayat S. , Schett G. , Leyendecker S. , Liphardt AM. :Feasibility of using optoelectronic measurement of hand movement for characterizing hand function in rheumatoid arthritis 75th EULAR (European Alliance of Associations for Rheumatology), European Congress of Rheumatology 2022 (Copenhagen 1 June 2022 - 4 June 2022 )10.1136/annrheumdis-2022-eular.1741 Coppers B. , Heinrich S. , Phutane U. , Berisha D. , Tascilar K. , Kleyer A. , Simon D. , Bräunig J. , Penner J. , Vossiek M. , Schönau V. , Bayat S. , Schett G. , Leyendecker S. , Liphardt AM. :Evaluation of marker-based motion capturing to charactherize basic hand movements in rheumatic patients 27th Congress of the European Society of Biomechanics (Porto 26 June 2022 - 29 June 2022 )Coppers B. , Phutane U. , Berisha D. , Tascilar K. , Kleyer A. , Simon D. , Bräunig J. , Penner J. , Vossiek M. , Schönau V. , Heinrich S. , Bayat S. , Schett G. , Leyendecker S. , Liphardt AM. :Establishment and evaluation of a sensor-based method to assess hand function in patients with rheumatoid arthritis conference, World Biomechanics Congress 2022 (Taipei (online) 10 July 2022 - 14 July 2022 )Dabrock P. :Öffentliche Theologie und die Ethik gesundheitsbezogener Lernender Systeme (KI) In: Hans-Ulrich Dallmann (ed.): Kritische Öffentliche Theologie Leipzig Evangelische Verlagsanstalt 2022 , p. 159-172 (Öffentliche Theologie (ÖTh), Vol.42)ISBN: 978-3-374-07200-2 https://www.google.de/books/edition/Kritische_Ãffentliche_Theologie/UZOJEAAAQBAJ?hl=de&gbpv=1&dq=Dabrock,+Peter:+Ãffentliche+Theologie+und+die+Ethik+gesundheitsbezogener+Lernender+Systeme&pg=PA159&printsec=frontcover Dabrock P. :"Prüft aber alles und das Gute behaltet!" Theologisches und Ethisches zu Künstlicher Intelligenz Theologische Literaturzeitung 2022 ), p. 636–650 ISSN: 0040-5671 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 )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 )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 )https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf Heinrich S. , Phutane U. , Coppers B. , Liphardt AM. , Leyendecker S. :Towards optimal control grasping simulations with the full hand conference, 9th GACM Colloquium on Computational Mechanics - for Young Scientists from Academia and Industry (Essen 21 September 2022 - 23 September 2022 )Heinrich S. , Phutane U. , Penner J. , Coppers B. , Liphardt AM. , Leyendecker S. :Comparison of different approaches for the personalization of a kinematic hand model conference, World Biomechanics Congress 2022 (Taipei (Online) 10 July 2022 - 14 July 2022 )https://www.wcb2022.com Herglotz C. , Genser N. , Kaup A. :Rate-Distortion Optimal Transform Coefficient Selection for Unoccupied Regions in Video-Based Point Cloud Compression IEEE Transactions on Circuits and Systems For Video Technology 2022 ), p. 1-1 ISSN: 1051-8215 10.1109/TCSVT.2022.3185026 https://arxiv.org/abs/2206.12186 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 )10.1109/BHI56158.2022.9926775 https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf Hille EM. :It’s just water?! Ethical reflections on theories of justice European School of Positive Impact and Responsibility (ESPOIR) (Paris 18 July 2022 - 23 July 2022 )https://psl.eu/en/summer-school-impact-positif-espoir Hille EM. , Braun M. :Alles privat? Zur Ethik von Public Health und neuen Technologien Public Health Forum 2022 )ISSN: 0944-5587 10.1515/pubhef-2021-0130 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 )Müller V. , Richer R. , Henrich L. , Berger L. , Gelardi A. , Jäger K. , Eskofier B. , Rohleder N. :The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina 27 September 2022 - 30 September 2022 )10.1109/BHI56158.2022.9926835 https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf Müller V. , Richer R. , Jäger K. , Henrich L. , Berger L. , Gelardi A. , Eskofier B. , Rohleder N. :The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA 23 March 2022 - 26 March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine , PHILADELPHIA 2022 10.1109/bhi56158.2022.9926835 Nitschke M. , Marzilger R. , Leyendecker S. , Eskofier B. , Koelewijn A. :Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation 2022 )10.5281/zenodo.6949012 Nitschke M. , Mayer M. , Dorschky E. , Koelewijn A. :How many sensors are enough? Trajectory optimization using sparse inertial sensor sets 9th World Congress of Biomechanics 2022 Taipei (Taipei 10 July 2022 - 14 July 2022 )https://www.youtube.com/watch?v=TznVCgK4DF0 Ott T. :Patients in health care as data assemblages - a threat to human integrity? SOCIETAS ETHICA | 58TH ANNUAL CONFERENCE 2022 (ZÜRICH 25 August 2022 - 28 August 2022 )Ott T. , Dabrock P. :Transparent human – (non-) transparent technology? The Janus-faced call for transparency in AI-based health care technologies Frontiers in Genetics 13 2022 )ISSN: 1664-8021 10.3389/fgene.2022.902960 Richer R. , Koch V. , Küderle A. , Müller V. , Wirth V. , Stamminger M. , Rohleder N. , Eskofier B. :Detection of Acute Psychosocial Stress from Body Movements using Machine Learning 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA 23 March 2022 - 26 March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022 Richer R. , Zenkner JJ. , Küderle A. , Rohleder N. , Eskofier B. :Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA 23 March 2022 - 26 March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022 Richer R. , Zenkner JJ. , Küderle A. , Rohleder N. , Eskofier B. :Vagus activation by Cold Face Test reduces acute psychosocial stress responses Scientific Reports 12 2022 ), Article No.: 19270 ISSN: 2045-2322 10.1038/s41598-022-23222-9 https://www.nature.com/articles/s41598-022-23222-9 Rohleder N. , Richer R. , Koch V. , Küderle A. , Müller V. , Wirth V. , Stamminger M. , Eskofier B. :Effect of Acute Psychosocial Stress on Body Movements 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA 23 March 2022 - 26 March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022 Scheiterer ES. , Heinrich S. , Leyendecker S. :Considering epistemic uncertainty in optical marker based joint angle calculation during human gait conference, WCCM-APCOM 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics (Yokohama, online 31 July 2022 - 5 August 2022 )Schwinn L. , Bungert L. , Nguyen A. , Raab R. , Pulsmeyer F. , Precup D. , Eskofier B. , Zanca D. :Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA 17 July 2022 - 23 July 2022 )In: PMLR (ed.): 162 2022 https://proceedings.mlr.press/v162/schwinn22a.html https://proceedings.mlr.press/v162/schwinn22a.html Shanin N. , Garkisch M. , Hagelauer A. , Schober R. , Cottatellucci L. :Optimal Resource Allocation and Beamforming for Two-User MISO WPCNs for a Non-linear Circuit-Based EH Model ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapore 22 May 2022 - 28 May 2022 )In: Proceedings of ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 10.1109/TCOMM.2021.3134690 Shanin N. , Schober R. , Cottatellucci L. :Optimal Transmit Strategy for Multi-User MIMO WPT Systems With Non-Linear Energy Harvesters IEEE Transactions on Communications 70 2022 ), p. 1726 - 1741 ISSN: 0090-6778 10.1109/TCOMM.2021.3134690 Tretter M. :Sovereignty in the Digital and Contact Tracing Apps Digital Society 2 2022 ), p. 1–28 ISSN: 2731-4650 10.1007/s44206-022-00030-2 Ullrich M. , Roth N. , Küderle A. , Richer R. , Gladow T. , Gaßner H. , Marxreiter F. , Klucken J. , Eskofier B. , Kluge F. :Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data IEEE Transactions on Neural Systems and Rehabilitation Engineering 2022 )ISSN: 1534-4320 10.1109/jbhi.2022.3215921 https://ieeexplore.ieee.org/document/9924545 Vorberg L. , Pflüger S. , Richer R. , Jäger K. , Küderle A. , Nassall K. , Eskofier B. , Rohleder N. :Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning 79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA 23 March 2022 - 26 March 2022 )In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine , PHILADELPHIA 2022 Wechsler I. , Wolf A. , Wartzack S. , Miehling J. :Enhancing Dynamic Consistency of Multimodal Motion Data in Musculoskeletal Simulation 27th Congress of the European Society of Biomechanics (Porto 26 June 2022 - 29 June 2022 )
2021 2021
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 )10.1109/EMBC46164.2021.9630842 https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf Hille EM. :Verantwortung als zentrales Motiv einer Ethik der Künstlichen Intelligenz Digitale Tagung des neth:KI – Netzwerk für Theologie und KI: "Alexa, wie hast du’s mit der Religion? Technik, Digitalisierung und Künstliche Intelligenz im Fokus der Theologie" (Digital 8 October 2021 - 9 October 2021 )http://nethki.digital/tagung2021/ 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 Sensors 21 2021 ), Article No.: 7680 ISSN: 1424-8220 10.3390/s21227680 Körner G. , Hoffmann M. , Stief P. , Zhang M. , Rückert R. , Herglotz C. , Kaup A. , Vossiek M. :Applicability and Performance of Standard Compression Methods for Efficient Data Transmission and Storage in Radar Networks IEEE Journal of Microwaves 2 2021 ), p. 78-96 ISSN: 2692-8388 10.1109/JMW.2021.3119781 Michaelis J. , Reiher I. , Heinrich S. , Coppers B. , Schett G. , Kleyer A. , Elewaut D. , De Craemer M. , Leyendecker S. , Liphardt AM. :CyberGlove for clinical use? FAU-Networking Night Medizintechnik (Erlangen 27 October 2021 - 27 October 2021 )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 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 Root K. , Ullmann I. , Gmehling S. , Vossiek M. :Close range ISAR imaging with target velocity determination for security screening applications Emerging Imaging and Sensing Technologies for Security and Defence VI SPIE Security + Defence (Online 13 September 2021 - 18 September 2021 )10.1117/12.2602072 Sippel E. , Hehn M. , Kögel T. , Gröschel P. , Hofmann A. , Brückner S. , Geiß J. , Schober R. , Vossiek M. :Quasi-Coherent Phase-Based Localization and Tracking of Incoherently Transmitting Radio Beacons IEEE Access 9 2021 ), p. 133229-133239 ISSN: 2169-3536 10.1109/ACCESS.2021.3115563 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 IEEE Transactions on Neural Systems and Rehabilitation Engineering 2021 ), p. 2103-2111 ISSN: 1534-4320 10.1109/TNSRE.2021.3119390 https://ieeexplore.ieee.org/abstract/document/9567680 Wei Z. , Yu X. , Ng DWK. , Schober R. :Resource Allocation for Simultaneous Wireless Information and Power Transfer Systems: A Tutorial Overview Proceedings of the IEEE 2021 ), p. 1-23 ISSN: 0018-9219 10.1109/JPROC.2021.3120888
2018 2018
Wirth M. , Gradl S. , Poimann D. , Richer R. , Ottmann J. , Eskofier B. :Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA 18 July 2018 - 21 July 2018 )In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2018 10.1109/EMBC.2018.8513213