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 In: IEEE Transactions on Radar Systems (2023 ), p. 1-1 ISSN: 2832-7357 DOI: 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 In: Journal of Open Source Software 8 (2023 ), p. 4953 ISSN: 2475-9066 DOI: 10.21105/joss.04953 URL: https://joss.theoj.org/papers/10.21105/joss.04953
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/
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 In: BMC Palliative Care (2023 )ISSN: 1472-684X DOI: 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 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
Scherb D. , Wartzack S. , Miehling J. :Modelling the interaction between wearable assistive devices and digital human models—A systematic review In: Frontiers in Bioengineering and Biotechnology 10 (2023 )ISSN: 2296-4185 DOI: 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 DOI: 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. In: IEEE Journal of Biomedical and Health Informatics 27 (2023 ), p. 319-328 ISSN: 2168-2194 DOI: 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 In: AI and Ethics (2022 )ISSN: 2730-5961 DOI: 10.1007/s43681-022-00135-x URL: 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 In: Patterns 3 (2022 )ISSN: 2666-3899 DOI: 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 ) DOI: 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 URL: 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 In: 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 ) URL: 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 ) URL: 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 In: IEEE Transactions on Circuits and Systems For Video Technology (2022 ), p. 1-1 ISSN: 1051-8215 DOI: 10.1109/TCSVT.2022.3185026 URL: 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 ) DOI: 10.1109/BHI56158.2022.9926775 URL: 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 ) URL: https://psl.eu/en/summer-school-impact-positif-espoir
Hille EM. , Braun M. :Alles privat? Zur Ethik von Public Health und neuen Technologien In: Public Health Forum (2022 )ISSN: 0944-5587 DOI: 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 ) DOI: 10.1109/BHI56158.2022.9926835 URL: 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 DOI: 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 ) DOI: 10.5281/zenodo.6949012 (anderer)
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 ) URL: 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 In: Frontiers in Genetics 13 (2022 )ISSN: 1664-8021 DOI: 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 In: Scientific Reports 12 (2022 ), Article No.: 19270 ISSN: 2045-2322 DOI: 10.1038/s41598-022-23222-9 URL: 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 Open Access: https://proceedings.mlr.press/v162/schwinn22a.html URL: 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 DOI: 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 In: IEEE Transactions on Communications 70 (2022 ), p. 1726 - 1741 ISSN: 0090-6778 DOI: 10.1109/TCOMM.2021.3134690
Tretter M. :Sovereignty in the Digital and Contact Tracing Apps In: Digital Society 2 (2022 ), p. 1–28 ISSN: 2731-4650 DOI: 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 In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022 )ISSN: 1534-4320 DOI: 10.1109/jbhi.2022.3215921 URL: https://ieeexplore.ieee.org/document/9924545
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 ) DOI: 10.1109/EMBC46164.2021.9630842 URL: 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 ) URL: 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 In: Sensors 21 (2021 ), Article No.: 7680 ISSN: 1424-8220 DOI: 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 In: IEEE Journal of Microwaves 2 (2021 ), p. 78-96 ISSN: 2692-8388 DOI: 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 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
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 ) DOI: 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 In: IEEE Access 9 (2021 ), p. 133229-133239 ISSN: 2169-3536 DOI: 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 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
Wei Z. , Yu X. , Ng DWK. , Schober R. :Resource Allocation for Simultaneous Wireless Information and Power Transfer Systems: A Tutorial Overview In: Proceedings of the IEEE (2021 ), p. 1-23 ISSN: 0018-9219 DOI: 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 DOI: 10.1109/EMBC.2018.8513213