Robert Richer

Dr.-Ing. Robert Richer

Postdoc and Group Leader

Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik

Room 01.026
Nürnberger Straße 74
91052 Erlangen
Germany

Phone number: +49 9131 85-20162
Fax number: +49 9131 85-27270
Email: robert.richer@fau.de
Website: http://www.mad.tf.fau.de/people/robert-richer

since 01/2023	Research Group Leader (since 02/2025: Postdoctoral Researcher) Digital Health – PsychoSense, Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
since 12/2024	Guest Researcher Central Institute for Mental Health (Zentralinstitut für Seelische Gesundheit), Mannheim
06/2017 – 02/2025	Researcher and PhD Candidate Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Dissertation: “Digital Health Psychology – Wearable and Mobile Technologies to Advance Biopsychological Stress Research“
05/2016-04/2017	Visiting Student and Research Assistant Responsive Environments Group, MIT Media Lab, Massachusetts Institute of Technology
10/2015-05/2017	M.Sc. in Medical Engineering, “Medical Image and Data Processing” Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Majors: Pattern Recognition, Image and Signal Processing, Human Computer Interaction Master’s Thesis: “Exploring Interaction Concepts for a Context-aware Smart Office Prototype“
06/2015-04/2017	Scientific Assistant Central Institute for Healthcare Engineering (ZiMT) & Pattern Recognition Lab (CS5), Department of Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
12/2011-09/2015	Student Assistant Central Institute for Healthcare Engineering (ZiMT), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
10/2011-06/2015	B.Sc. in Medical Engineering, “Medical Imaging Systems” Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Majors: Image and Signal Processing, Embedded Systems Bachelor’s Thesis: “Novel Human Computer Interaction Concepts for Cardiac Feedback using Google Glass and Android Wear“

Health Psychology

EmpkinS

Empathokinesthetic sensors for biofeedback in depressed patients (D02)
Contactless measurement of stress, its determinants, and consequences (D03)
openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress

2026

Yip J., Grießhammer S., Leutheuser H., Richer R., Lu H., Kölpin A., Eskofier B., Ostgathe C., Steigleder T.:
Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status
(2026)
DOI: 10.36227/techrxiv.174495693.37175254/v1
BibTeX: Download

2025

Abel L., Hofmann M., Richer R., Kurz M., Ringgold V., Hauck F., Schindler-Gmelch L., Roelofs K., Eskofier B., Rohleder N.:
Data-Driven Quantification of Defensive Freezing During the Trier Social Stress Test
Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (New Orleans, 3. September 2025 - 5. September 2025)
BibTeX: Download
Abel L., Richer R., Burkhardt F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Body movements as biomarkers: Machine Learning-based prediction of HPA axis reactivity to stress
In: Psychoneuroendocrinology 179 (2025), Article No.: 107528
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107528
BibTeX: Download
Fleischmann S., Kurz M., Richer R., Gambietz M., Abel L., Sommers B., Eskofier B., Rohleder N., Koelewijn A.:
Does motion capture cause psychological stress and can we see it in the person’s gait?
XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
BibTeX: Download
Grießhammer SG., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Truc Tran T., Richer R., Heckel M., Eskofier B., Koelpin A., Steigleder T., Ostgathe C.:
Correction to: Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management (BMC Palliative Care, (2024), 23, 1, (273), 10.1186/s12904-024-01592-3)
In: BMC Palliative Care 24 (2025), Article No.: 113
ISSN: 1472-684X
DOI: 10.1186/s12904-025-01741-2
BibTeX: Download
Heuler A., Hebel I., Richer R., Rohleder N., Barke A., Weise C.:
Sensor-based Measurement of Fear Avoidance in Chronic Primary Low Back Pain: A Study Protocol
4. Deutscher Psychotherapiekongress (Berlin, 7. April 2025 - 11. April 2025)
BibTeX: Download
Heuler A., Oeler C., Richer R., Rohleder N., Barke A., Weise C.:
Sensor-Based Detection of Fear and Stress in Lower Back Pain Simulation
International Congress of Behavioral Medicine (ICBM) (Universität Wien, Österreich, 6. August 2025 - 9. August 2025)
BibTeX: Download
Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Richer R., Capito K., Eskofier B., Berking M.:
The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression
In: JMIR Formative Research 9 (2025), Article No.: e65357
ISSN: 2561-326X
DOI: 10.2196/65357
BibTeX: Download
Krauß D., Richer R., Küderle A., Jukic J., German A., Leutheuser H., Regensburger M., Winkler J., Eskofier B.:
Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability
In: Sleep (2025)
ISSN: 0161-8105
DOI: 10.1093/sleep/zsaf091
BibTeX: Download
Kurz M., Abel L., Burkhardt F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Differential Effects of Body Posture on Biological and Psychological Responses in the Trier Social Stress Test
In: Biopsychosocial Science and Medicine, (2025)
ISSN: 2998-8748
DOI: 10.1097/PSY.0000000000001450
BibTeX: Download
Kurz M., Ringgold V., Abel L., Burkhardt F., Richer R., Gmelch LM., Turner A., Eskofier B., Rohleder N.:
Body Movements as a Marker for Acute Stress
Annual meeting of the International Society of Psychoneuroendocrinology (ISPNE) (, 3. September 2025 - 5. September 2025)
BibTeX: Download
König V., Abel L., Burkhardt F., Kurz M., Müller V., Richer R., Schindler-Gmelch L., Eskofier B., Shields GS., Rohleder N.:
Dissecting the Cognitive, Motivational, and Affective Dimensions of the Acute Psychological Stress Response Across Two Empirical Studies
2025 Annual Meeting of the International Society of Psychoneuroendocrinology (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, 3. September 2025 - 5. September 2025)
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Oesten M., Abel L., Albrecht NC., Richer R., Langer D., Grießhammer S., Ghanem K., Steigleder T., Ostgathe C., Koelpin A., Eskofier B.:
Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3530821
BibTeX: Download
Richer R., Rohleder N.:
Special Issue Editorial: Advancing Psychoneuroendocrinology through Artificial Intelligence and Digital Technologies
In: Psychoneuroendocrinology (2025), p. 107571
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107571
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Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
Multimodal stress assessment: Connecting task-related changes in self-reported stress, salivary biomarkers, heart rate, and facial expressions in the context of the stress response to the Trier Social Stress Test
In: Psychoneuroendocrinology (2025), p. 107560
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2025.107560
BibTeX: Download
Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
Multimodal Stress Responses During the TSST and friendly-TSST
2025 Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, 3. September 2025 - 5. September 2025)
BibTeX: Download
Rohleder N., Kurz M., Abel L., Burghardt F., Ringgold V., Schindler-Gmelch L., Eskofier B., Richer R.:
Acute stress response of inflammatory cytokines measured in dried blood spots
32nd Annual Meeting of the Psychoneuroimmunology Research Society (Bordeaux, 9. June 2025 - 12. June 2025)
BibTeX: Download
Rohleder N., Richer R., Abel L., Kurz M., Burghardt F., Ringgold V., Eskofier B.:
Stress-induced movement inhibition during acute psychosocial stress predicts HPA axis response
82nd Annual Scientific Meeting of the Society for Biopsychosocial Science and Medicine (Seattle, 19. March 2025 - 22. March 2025)
BibTeX: Download
Rohleder N., Richer R., Eskofier B.:
Berührungslose Messung von menschlichen inneren Zuständen: Neue Wege, Stress und seinen biologischen Folgen sichtbar zu machen?
Deutscher Kongress für Psychosomatische Medizin und Psychotherapie 2025 (Berlin, 12. March 2025 - 14. March 2025)
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Roth K., Malessa A., Grießhammer S., Heckel M., Richer R., Shi K., Kölpin A., Rohleder N., Metzner S., Ostgathe C., Steigleder T.:
Radiometric Measurement of the Effect of Nonpharmacological Interventions on Vital Signs of Patients with Palliative Care Using the Example of Music Therapy
In: Journal of palliative medicine (2025)
ISSN: 1557-7740
DOI: 10.1177/10966218251369969
BibTeX: Download
Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression: Ergebnisse einer Randomisiert-kontrollierten klinischen Studie eines Emotions-gestützten Trainings zur Kognitiven Umstrukturierung
4. Deutscher Psychotherapie Kongress (Berlin)
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Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring
EACLIPT (Frankfurt, 28. May 2025 - 30. May 2025)
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Sadeghi M., Rahimi F., Biradar PU., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
Detecting Depression using Machine Learning Approaches through Digital Biomarkers
Bavarian Conference on AI in Medicine (Munich, 27. October 2025 - 28. October 2025)
In: Bavarian Conference on AI in Medicine 2025 2025
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Sadeghi M., Rahimi F., Kumar A., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
Evaluating OpenDBM for Emotion Intensity Prediction: A Comparative Study Using Facial and Physiological Data
19th EAI International Conference on Pervasive Computing Technologies for Healthcare (Eindhoven, 15. October 2025 - 17. October 2025)
In: EAI PervasiveHealth 2025
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Sadeghi M., Rahimi F., Singh S., Richer R., Schindler-Gmelch L., Rupp L., Keinert M., Hager M., Berking M., Eskofier BM.:
Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions
18th International Congress of Behavioral Medicine (ICBM 2025) (Vienna, 6. August 2025 - 9. August 2025)
In: ICBM, INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE: 2025
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Schindler-Gmelch L., Rupp L., Rahimi F., Sadeghi M., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
EmpkinS-EKSpression-BioFACEBack: Ergebnisse eines randomisiert-kontrollierten Trials zu gesichtsmuskelfokussiertem Biofeedback bei depressiven Erkrankungen
4. Deutscher Psychotherapie Kongress (Berlin)
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Yip J., Grießhammer S., Leutheuser H., Richer R., Lu H., Koelpin A., Eskofier B., Ostgathe C., Steigleder T.:
Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care: A Clinically Validated Machine Learning Approach
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3599365
BibTeX: Download

2024

Abel L., Richer R., Hauck F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Does acute stress exposure change gait patterns?
DOI: 10.1016/j.psyneuen.2023.106818
BibTeX: Download
Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3420241
URL: https://ieeexplore.ieee.org/document/10577086
BibTeX: Download
Fleischmann S., Holzwarth Correa V., Coppers B., Sadeghi M., Richer R., Kleyer A., Simon D., Bräunig J., Vossiek M., Schönau V., Schett G., Koelewijn A., Leyendecker S., Eskofier B., Liphardt AM.:
Classification of rheumatoid arthritis from hand motion capture data using machine learning
13. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB) (Heidelberg, 24. April 2024 - 26. April 2024)
BibTeX: Download
Grießhammer S., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Tran TT., Richer R., Heckel M., Eskofier B., Kölpin A., Steigleder T., Ostgathe C.:
Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management
In: BMC Palliative Care 23 (2024), Article No.: 273
ISSN: 1472-684X
DOI: 10.1186/s12904-024-01592-3
BibTeX: Download
Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Capito K., Hager M., Rahimi F., Richer R., Egger B., Eskofier B., Berking M.:
Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial
In: BMC Psychiatry 24 (2024), Article No.: 896
ISSN: 1471-244X
DOI: 10.1186/s12888-024-06361-3
URL: https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-024-06361-3
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Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3397208
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Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Does stress stand a chance during sitting? Cortisol and subjective stress response to the (f-)TSST between sitting and standing body position
Annual meeting of the American Psychosomatic Society (APS) (Brighton)
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Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Exploring the cortisol and subjective stress response to the TSST between sitting and standing body position
Annual meeting of the European Health Psychology Society (EHPS) (Cascais)
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Kurz M., Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
f-TSST+: An extension to the friendly Trier Social Stress Test that enables better behavioral comparability during acute psychosocial stress
DOI: 10.1016/j.psyneuen.2023.106862
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Kurz M., Richer R., Geßler T., Abel L., Hauck F., Herzer L., Küderle A., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
openTSST – An open web platform for large-scale, video- based motion analysis during acute psychosocial stress
Jahrestagung Psychologie und Gehirn (PuG) (Hamburg)
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Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3356791
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Pitzal M., Mücke A., Bräunig J., Brückner S., Richer R., Schlechtweg N., Albrecht NC., Koelpin A., Eskofier B., Vossiek M.:
Open Sync Board – An open-source tool for hardware synchronization of multimodal physiological sensor setups
In: Journal of Open Hardware 8 (2024)
ISSN: 2514-1708
Open Access: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
URL: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
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Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Bodily Freezing As A Response To Acute Psychosocial Stress
In: Psychoneuroendocrinology 160 (2024), p. 106755
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106755
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Richer R., Abel L., Mücke A., Küderle A., Eskofier B., Rohleder N.:
CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment
DOI: 10.1016/j.psyneuen.2023.106845
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Richer R., Koch V., Abel L., Hauck F., Kurz M., Ringgold V., Müller V., Küderle A., Schindler-Gmelch L., Eskofier B., Rohleder N.:
Machine learning-based detection of acute psychosocial stress from body posture and movements
In: Scientific Reports 14 (2024), Article No.: 8251
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59043-1
URL: https://www.nature.com/articles/s41598-024-59043-1
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Richer R., Varkentin E., Kurmanbekova K., Müller V., Abel L., Ringgold V., Küderle A., Brich I., Rohleder N., Eskofier B.:
Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress
DOI: 10.1016/j.psyneuen.2023.106870
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Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity
DOI: 10.1016/j.psyneuen.2023.106871
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Ringgold V., Shields GS., Burkhardt F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
Assessing Task-Related Changes in Self-Reported Stress: Validation of the Short Stress State Questionnaire in German(SSSQ-G)
38th Annual Conference of the European Health Psychology Society (Cascais)
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Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
The Short Stress State Questionnaire in German (SSSQ-G): A Multi-Study Validation
In: European Journal of Health Psychology 31 (2024), p. 189-200
ISSN: 2512-8442
DOI: 10.1027/2512-8442/a000160
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Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress
53. DGPs-Kongress/15. ÖGP-Konferenz (Wien)
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Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
Deutscher Psychotherapiekongress (DPK) (Berlin, 11. June 2024 - 15. June 2024)
URL: https://www.dgps.de/fileadmin/user_upload/PDF/Pressemitteilungen/DGPs-Pressemitteilung_DPK2024_20241606.pdf
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Sadeghi M., Richer R., Egger B., Schindler-Gmelch L., Rupp L., Rahimi F., Berking M., Eskofier B.:
Harnessing multimodal approaches for depression detection using large language models and facial expressions
In: npj Mental Health Research 3 (2024), p. 66
ISSN: 2731-4251
DOI: 10.1038/s44184-024-00112-8
URL: https://www.nature.com/articles/s44184-024-00112-8
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2023

Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), New York City: 2023
DOI: 10.1109/BHI58575.2023.10313506
URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
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Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
In: Workshopband 2023
DOI: 10.18420/muc2023-mci-ws14-117
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Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
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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
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Oesten M., Richer R., Abel L., Rohleder N., Eskofier B.:
VoStress – Voice-based Detection of Acute Psychosocial Stress
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313458
URL: https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf
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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
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Richer R., Geßler T., Herzer L., Abel L., Küderle A., Rohleder N., Eskofier B.:
openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, 9. October 2023 - 11. October 2023)
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Rupp L., Capito K., Gmelch LM., Böhme S., Richer R., Sadeghi M., Rahimi F., Abel L., Eskofier B., Berking M.:
Efficacy of a smartphone-based reappraisal training against depression and benefits of enhancing it with facial expression
Society for Psychotherapie Research 54th International Annual Meeting (Dublin)
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Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023 (Pittsburgh, PA, USA, 15. October 2023 - 18. October 2023)
In: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313367
URL: https://ieeexplore.ieee.org/document/10313367
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Seifer AK., Popp F., Richer R., Gaßner H., Eskofier B.:
Improving the Robustness of IMU-based Sit-To-Stand Detection during Simulated Real-World Activities for Different Sensor Positions
IEEE Biomedical and Health Informatics Conference (Pittsburgh, 15. October 2023 - 18. October 2023)
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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
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Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313401
URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
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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
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Gmelch LM., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M., Böhme S.:
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression (Freiburg, 16. June 2022 - 18. June 2022)
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Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926775
URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
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Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926804
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Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
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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)
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Küderle A., Roth N., Richer R., Eskofier B.:
imucal - A Python library to calibrate 6 DOF IMUs
In: Journal of Open Source Software 7 (2022), p. 4338
ISSN: 2475-9066
DOI: 10.21105/joss.04338
URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Zhao N., Seitinger S., Richer R., Paradiso JA.:
Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network
In: Smart Health 19 (2021), p. 100164
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2020.100164
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2020

Auferoth F., Eskofier B., Gerber L., Grimm V., Richer R., Rohleder N.:
Tracking and Teamwork Performance
(2020)
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(Working Paper)
Raccagni C., Sidoroff V., Goebel G., Granata R., Leys F., Klucken J., Eskofier B., Richer R., Seppi K., Wenning GK., Fanciulli A.:
The footprint of orthostatic hypotension in parkinsonian syndromes
In: Parkinsonism & Related Disorders (2020)
ISSN: 1353-8020
DOI: 10.1016/j.parkreldis.2020.06.029
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Richer R., Zhao N., Eskofier B., Paradiso JA.:
Exploring Smart Agents for the Interaction with Multimodal Mediated Environments
In: Multimodal Technologies and Interaction 4 (2020), Article No.: 27
ISSN: 2414-4088
DOI: 10.3390/mti4020027
URL: https://www.mdpi.com/2414-4088/4/2/27
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2019

Abel L., Richer R., Küderle A., Gradl S., Eskofier B., Rohleder N.:
Classification of Acute Stress-Induced Response Patterns
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329231
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
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Amores J., Fuste A., Richer R.:
Deep Reality: Towards Increasing Relaxation in VR by Subtly Changing Light, Sound and Movement Based on HR, EDA, and EEG
ACM Conference on Human Factors in Computing Systems (CHI 2019) (Glasgow, 4. May 2019 - 9. May 2019)
In: ACM (ed.): CHI 2019 Video Showcase 2019
DOI: 10.1145/3290607.3311770
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Amores-CHI-DeepReality.pdf
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Amores J., Fuste A., Richer R., Maes P.:
Deep Reality: An Underwater VR Experience to Promote Relaxation by Unconscious HR, EDA, and Brain Activity Biofeedback
SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality (Los Angeles, 28. July 2019 - 1. August 2019)
In: ACM (ed.): SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality 2019
DOI: 10.1145/3306449.3328818
URL: https://www.mad.tf.fau.de/files/2020/01/2019-Amores-SIGGRAPH-DeepReality.pdf
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Gradl S., Wirth M., Richer R., Rohleder N., Eskofier B.:
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329233
URL: https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf
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Zrenner M., Feldner C., Jensen U., Richer R., Roth N., Eskofier B.:
Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
DOI: 10.1007/978-3-030-35048-2_13
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2018

Amores J., Richer R., Zhao N., Maes P., Eskofier B.:
Promoting Relaxation Using Virtual Reality, Olfactory Interfaces and Wearable EEG
2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, NV, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/BSN.2018.8329668
URL: https://www.mad.tf.fau.de/files/2018/04/2018-Amores-BSN-PRVR.pdf
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Richer R., Zhao N., Amores J., Eskofier B., Paradiso JA.:
Real-time Mental State Recognition using a Wearable EEG
40th International Engineering in Medicine and Biology Conference (EMBC) (Honolulu, Hawaii, 17. July 2018 - 21. July 2018)
DOI: 10.1109/embc.2018.8513653
URL: https://www.mad.tf.fau.de/files/2019/02/2018-Richer-EMBC-MentalStateEEG.pdf
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Stefke A., Wilm F., Richer R., Gradl S., Eskofier B., Forster C., Namer B.:
"MigraineMonitor" – Towards a System for the Prediction of Migraine Attacks using Electrostimulation
52th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) (Aachen, 26. September 2018 - 28. September 2018)
In: Current Directions in Biomedical Engineering 2018
DOI: 10.1515/cdbme-2018-0151
URL: https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf
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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
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2017

Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
In: Applied Sciences 7 (2017), Article No.: 1277
ISSN: 2076-3417
DOI: 10.3390/app7121277
BibTeX: Download

2016

Richer R., Groh B., Blank P., Dorschky E., Martindale C., Klucken J., Eskofier B.:
Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
DOI: 10.1109/BSN.2016.7516257
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
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2015

Mullan P., Kanzler C., Lorch B., Schroeder L., Winkler L., Larissa L., Riedel F., Richer R., Luckner C., Leutheuser H., Eskofier B., Pasluosta CF.:
Unobtrusive Heart Rate Estimation during Physical Exercise using Photoplethysmographic and Acceleration Data
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano)
In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015
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Richer R., Maiwald T., Pasluosta CF., Hensel B., Eskofier B.:
Novel Human Computer Interaction Principles for Cardiac Feedback using Google Glass and Android Wear
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, MA, 9. June 2015 - 12. June 2015)
In: IEEE (ed.): 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015
DOI: 10.1109/BSN.2015.7299363
URL: https://www.mad.tf.fau.de/files/2018/04/2015-Richer-BSN-DailyHeart.pdf
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2014

Richer R., Blank P., Schuldhaus D., Eskofier B.:
Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices
2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, 16. June 2014 - 19. June 2014)
In: 2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2014
DOI: 10.1109/BSN.2014.20
URL: https://www.mad.tf.fau.de/files/2018/04/2014-Richer-BSN-Bikey.pdf
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Maria Meier, Milou Sep, Robert Richer, Stella Voulgaropoulou, Jakub Rajčáni, Bence Szaszkó, Emma Clephas, Thomaz Bastiaanssen, Conny Quaedflieg, Suanne Vogel, Jens Pruessner, Christiaan Vinkers: YERUN Open Science Awards 2024 (YERUN – Young European Research Universities Network) – 2025
Maria Meier, Milou Sep, Robert Richer, Stella Voulgaropoulou, Jakub Rajčáni, Emma Clephas, Thomaz Bastiaanssen, Conny Quaedflieg, Suanne Vogel, Jens Pruessner, Christiaan Vinkers: SIPS Commendation Award (Society for the Improvement of Psychological Science (SIPS)) – 2025
Robert Richer: Promotionspreis (Deutsche Gesellschaft für Digitale Medizin (DGDM)) – 2025
Victoria Müller, Robert Richer, Luca Abel, Miriam Kurz, Felicitas Burkhardt, Veronika Ringgold, Lena Marie Gmelch, Katharina Schultebraucks, Björn Eskofier, Nicolas Rohleder: Posterpreis (Fachgruppe Biologische Psychologie und Neuropsychologie der Deutschen Gesellschaft für Psychologie (DGPs)) – 2024
Linda Vorberg, Siri Pflüger, Robert Richer, Katharina Jäger, Arne Küderle, Nicolas Rohleder, Björn Eskofier: 3rd Place - Best Paper Award (2023 IEEE International Conference on Biomedical and Health Informatics (BHI)) – 2023
Robert Richer: Förderung einer Kongressreise (Deutscher Akademischer Austauschdienst (DAAD)) – 2022
Robert Richer, Björn Eskofier: Best Student Paper Award (IEEE Engineering in Medicine and Biology Society (EMBS)) – 2018
Robert Richer: Fritz und Maria Hofmann-Preis (Technische Fakultät, Friedrich-Alexander-Universität Erlangen-Nürnberg) – 2018
Robert Richer: DAAD FITweltweit Scholarship (Deutscher Akademischer Austauschdienst (DAAD)) – 2016
Björn Eskofier, Stefan Gradl-Trautvetter, Markus Wirth, Heike Leutheuser, Robert Richer: IEEE EMBS Icehouse Challenge (IEEE Engineering in Medicine and Biology Society) – 2016

No matching records found.

Year	Name	Title
2024	Michaela Hofmann	Defensive freezing reaction: The effect of acute psychosocial stress on body movement and heart rate (co-supervision) (Bachelor’s Thesis)
2024	Charlotte von Roznowski	Decoding the Hidden Language of Stress: Analyzing Speech Patterns as a Tool for Stress Detection (co-supervision) (Bachelor’s Thesis)
2024	Simon Meske	Improving the Robustness of Heart Rate Estimation from Continuous-Wave Radar Data using a Wavelet-based Approach and Deep Learning (Master’s Thesis)
2024	Julia Jorkowitz	Systematic Benchmarking of Pre-Ejection Period Extraction Algorithms (Bachelor’s Thesis)
2024	Robert Schröter	Improving the CARWatch Framework for Objective Cortisol Awakening Response Assessment (Master’s Thesis)
2023	Victoria Müller	Machine Learning-Based Detection of Acute Psychosocial Stress from Digital Biomarkers (Master’s Thesis)
2023	Leon Schmid	Analyzing Acute Psychosocial Stress Responses: A Video-Based Motion Analysis Approach (co-supervision) (Bachelor’s Thesis)
2023	Marie Oesten	Radar-Based Investigation of Pulse Wave and Heart Sound Propagation (co-supervision) (Master’s Thesis)
2023	Vivien Holzwarth Correa	Classification and assessment of rheumatoid arthritis from motion capture data using machine learning (co-supervision) (Bachelor’s Thesis)
2023	Clark Bäker	Improving the Robustness of Radar-based Vital Sign Detection (co-supervision) (Bachelor’s Thesis)
2023	Tobias Gessler	OpenTSST – An Open Web Platform for Large-Scale, Video-Based Motion Analysis During Acute Psychosocial Stress (Bachelor’s Thesis)
2023	Friederike Popp	Towards frailty assessment in older adults: Investigation of sit-to-stand transfer detection using ear-worn sensors in real-world activities (co-supervision) (Master’s Thesis)
2023	Sebastian Stühler	Investigation of the Pre-Ejection Period as a Marker for Sympathetic Activity during Acute Psychosocial Stress (co-supervision) (Bachelor’s Thesis)
2023	Ulla Sternemann	Extraction of Pre-Ejection Period as Marker for Acute Psychosocial Stress from Wearable Sensors and Interferometry Radar (Master’s Thesis)
2022	Philipp Dörfler	Comparison of Algorithms for Respiratory Information Extraction from Wearable Sensors (co-supervision) (Bachelor’s Thesis)
2022	Luca Abel	Machine Learning-Based Detection of Acute Psychosocial Stress from Dynamic Movements (Master’s Thesis)
2022	Paula Kaiser	Influence of Social-Evaluative Stress in the Virtual Reality Stroop Room (co-supervision) (Master’s Thesis)
2021	Benjamin Zenke	stress+ – Development and Evaluation of a Web Application for Remote, Internet-based Induction of Acute Psychosocial Stress (Master’s Thesis)
2021	Daniel Krauß	Benchmarking of Sleep/Wake Detection Algorithms using Wearable Sensors and Machine Learning (Master’s Thesis)
2021	Veronika Koch	Influence of Acute Psychosocial Stress on Body Posture and Movement (Master’s Thesis)
2020	Johanna Happold	Towards Vertigo Assessment at Home: Evaluation of Orthostatic Reaction in Free-living Environments (Bachelor’s Thesis)
2019	Katharina Jäger	Detecting Labor in Pregnant Women with a Wearable Pregnancy Tracker using Machine Learning (Master’s Thesis)
2019	Janis Zenkner	Assessment of Cold Face Test for Stress Reduction (Bachelor’s Thesis)
2019	Linda Vorberg	Clustering of Stress Responder Types based on Diurnal Cortisol Profiles (Bachelor’s Thesis)
2019	Lea Henrich	Evaluation of IMU Orientation Estimation Algorithms Using a Three-Axis Gimbal (co-supervision) (Bachelor’s Thesis)
2019	Anke Müller	A Prototype for Automated Tool Parameter Adjustments based on Machine Learning in Semiconductor Manufacturing (Master’s Thesis)
2019	Georg Wieland	Development and Evaluation of a Context-Aware Data Concentrator for Clinical Gait Analysis Systems in Home-Monitoring Scenarios (co-supervision) (Master’s Thesis)
2018	Felix Tuchnitz	Node.js-based Sensor Library Framework for a Data Concentrator in Home Monitoring (Master’s Project)
2018	Luca Abel	Classification and prediction of acute stress-induced response patterns (Bachelor’s Thesis)
2018	Daniel Krauß	Heart Rate Variability Analysis for Unsupervised Tilt Table Testing during Daily-life Activities (Bachelor’s Thesis)
2018	Sophia Leierseder	Continuous Blood Pressure Measurement During Daily-life Activities Using Pulse Transit Time (Bachelor’s Thesis)
2018	Michael Hopfengärtner	An open-source sensor platform for analysis of group dynamics (Master’s Thesis)
2017	Insa Suchantke	Application for controlling a wearable electrostimulator for the prediction of migraine attacks (Bachelor’s Thesis)
2017	Andrea Stefke	Steuerung eines Elektrostimulators zur Messung veränderter Schmerzwahrnehmung bei Migränepatienten (Bachelor’s Thesis)