Luca Abel

Machine Learning and Data Analytics Lab

Body movements as biomarkers: Machine Learning-based prediction of HPA axis reactivity to stress (2025) Abel L, Richer R, Burkhardt F, Kurz M, Ringgold V, Schindler-Gmelch L, Eskofier B, Rohleder N Journal article 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 (2025) Ringgold V, Burkhardt F, Abel L, Kurz M, Müller V, Richer R, Eskofier B, et al. Journal article PEPbench -- Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms (2025) Richer R, Jorkowitz J, Stühler S, Abel L, Kurz M, Oesten M, GrießHammer SG, et al. Unpublished / Preprint Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar (2025) Oesten M, Abel L, Albrecht NC, Richer R, Langer D, Grießhammer S, Ghanem K, et al. Journal article Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands (2024) Ringgold V, Abel L, Eskofier B, Rohleder N Journal article The Short Stress State Questionnaire in German (SSSQ-G): A Multi-Study Validation (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Journal article Assessing Task-Related Changes in Self-Reported Stress: Validation of the Short Stress State Questionnaire in German(SSSQ-G) (2024) König V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Conference contribution, Conference Contribution The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Conference contribution, Abstract of lecture EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars (2024) Albrecht N, Langer D, Krauß D, Richer R, Abel L, Eskofier B, Rohleder N, Kölpin A Journal article Machine learning-based detection of acute psychosocial stress from body posture and movements (2024) Richer R, Koch V, Abel L, Hauck F, Kurz M, Ringgold V, Müller V, et al. Journal article, Original article