Robert Richer

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Bjoern M. EskofierMaD Lab, FAU Erlangen-Nürnberg & TDH Group, Helmholtz MunichVerified email at fau.de
Nicolas RohlederChair of Health Psychology, FAU Erlangen-NürnbergVerified email at brandeis.edu
Arne KüderlePhD Student, Machine Learning and Data Analytics Lab, FAU ErlangenVerified email at fau.de
Luca AbelMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)Verified email at fau.de
Judith AmoresSenior Researcher, MicrosoftVerified email at microsoft.com
Veronika Ringgold (née Koenig)Chair of Health Psychology and Machine Learning and Data Analytics Lab, FAU Erlangen-NürnbergVerified email at fau.de
Stefan GradlFriedrich-Alexander University Erlangen-Nürnberg (FAU)Verified email at fau.de
Felicitas HauckChair of Health Psychologie, FAU Erlangen-NürnbergVerified email at fau.de
Pattie MaesProfessor of Media Arts and Sciences, MITVerified email at media.mit.edu
Nils RothPhD Student, Machine Learning and Data Analytics LabVerified email at fau.de
Victoria MüllerStudent, Medical Engineering, FAU Erlangen-NurembergVerified email at fau.de
Miriam KurzFriedrich-Alexander-University Erlangen-NurembergVerified email at fau.de
Jochen KluckenUniversity of Luxembourg, Centre Hospitalier du LuxembourgVerified email at uni.lu
Joseph ParadisoProfessor, MIT Media LabVerified email at media.mit.edu
Heike LeutheuserProfessor for AAL & Medical Assistance Systems, University of BayreuthVerified email at uni-bayreuth.de
Markus WirthMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)Verified email at fau.de
Martin UllrichMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität ErlangenVerified email at fau.de
Felix KlugeBiomedical Research, Novartis Pharma AGVerified email at novartis.com
Katharina M. JaegerMachine-Learning and Data Analytics Lab, Friedrich-Alexander Universität Erlangen-NürnbergVerified email at fau.de
Peter BlankMachine Learning and Data Analytics Lab, Friedrich-Alexander University of Erlangen-NürnbergVerified email at fau.de

Robert Richer

Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg

Verified email at fau.de - Homepage

Wearable Computing Machine Learning Digital Health Stress Psychophysiology


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Promoting Relaxation Using Virtual Reality, Olfactory Interfaces and Wearable EEG J Amores, R Richer, N Zhao, P Maes, BM Eskofier 15th International Conference on Wearable and Implantable Body Sensor …, 2018	108	2018
Real-time Mental State Recognition using a Wearable EEG R Richer, N Zhao, J Amores, BM Eskofier, JA Paradiso 2018 40th Annual International Conference of the IEEE Engineering in …, 2018	56	2018
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables S Gradl, M Wirth, R Richer, N Rohleder, BM Eskofier Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019	42	2019
Fall risk prediction in Parkinson's disease using real-world inertial sensor gait data M Ullrich, N Roth, A Küderle, R Richer, T Gladow, H Gaßner, F Marxreiter, ... IEEE journal of biomedical and health informatics 27 (1), 319-328, 2022	30	2022
Deep Reality: Towards Increasing Relaxation in VR by Subtly Changing Light, Sound and Movement Based on HR, EDA, and EEG J Amores, A Fuste, R Richer Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019	27*	2019
Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices R Richer, P Blank, D Schuldhaus, BM Eskofier 11th International Conference on Wearable and Implantable Body Sensor …, 2014	26	2014
BioPsyKit: A Python package for the analysis of biopsychological data R Richer, A Küderle, M Ullrich, N Rohleder, BM Eskofier Journal of Open Source Software 6 (66), 3702, 2021	24	2021
Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data P Mullan, CM Kanzler, B Lorch, L Schroeder, L Winkler, L Laich, F Riedel, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	23	2015
Machine learning-based detection of acute psychosocial stress from body posture and movements R Richer, V Koch, L Abel, F Hauck, M Kurz, V Ringgold, V Müller, ... Scientific Reports 14 (1), 8251-8251, 2024	19*	2024
Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application S Gradl, T Cibis, J Lauber, R Richer, R Rybalko, N Pfeiffer, H Leutheuser, ... Applied Sciences 7 (12), 1277, 2017	18	2017
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data M Sadeghi, B Egger, R Agahi, R Richer, K Capito, LH Rupp, ... 2023 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2023	13	2023
Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation R Richer, BH Groh, P Blank, E Dorschky, C Martindale, J Klucken, ... 13th International Conference on Wearable and Implantable Body Sensor …, 2016	13	2016
Novel Human Computer Interaction Principles for Cardiac Feedback using Google Glass and Android Wear R Richer, T Maiwald, C Pasluosta, B Hensel, BM Eskofier 12th International Conference on Wearable and Implantable Body Sensor …, 2015	13	2015
Vagus activation by Cold Face Test reduces acute psychosocial stress responses R Richer, J Zenkner, A Küderle, N Rohleder, BM Eskofier Scientific Reports 12 (1), 19270, 2022	12	2022
Classification of Acute Stress-Induced Response Patterns L Abel, R Richer, A Küderle, S Gradl, BM Eskofier, N Rohleder Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019	11	2019
tpcp: Tiny Pipelines for Complex Problems-A set of framework independent helpers for algorithms development and evaluation A Küderle, R Richer, RC Sîmpetru, BM Eskofier Journal of Open Source Software 8 (82), 4953, 2023	9	2023
Exploring the feasibility of EMG based interaction for assessing cognitive capacity in virtual reality M Wirth, S Gradl, D Poimann, R Richer, J Ottmann, BM Eskofier 2018 40th Annual International Conference of the IEEE Engineering in …, 2018	9	2018
Real-time work environment optimization using multimodal media and body sensor network N Zhao, S Seitinger, R Richer, JA Paradiso Smart Health 19, 100164, 2021	8	2021
Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors J Happold, R Richer, A Küderle, H Gaßner, J Klucken, BM Eskofier, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021	6	2021
The footprint of orthostatic hypotension in parkinsonian syndromes C Raccagni, V Sidoroff, G Goebel, R Granata, F Leys, J Klucken, ... Parkinsonism & related disorders 77, 107-109, 2020	6	2020

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