Dr.-Ing. Robert Richer

Sonderforschungsbereich 1483/1 - Empathokinästhetische Sensorik - Sensortechniken und Datenanalyseverfahren zur empathokinästhetischen Modellbildung und Zustandsbestimmung (SFB EmpkinS) Machine Learning and Data Analytics Lab

Detecting Depression using Machine Learning Approaches through Digital Biomarkers (2025) Sadeghi M, Rahimi F, Biradar PU, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care: A Clinically Validated Machine Learning Approach (2025) Yip J, Grießhammer S, Leutheuser H, Richer R, Lu H, Koelpin A, Eskofier B, et al. Journal article Radiometric Measurement of the Effect of Nonpharmacological Interventions on Vital Signs of Patients with Palliative Care Using the Example of Music Therapy (2025) Roth K, Malessa A, Grießhammer S, Heckel M, Richer R, Shi K, Kölpin A, et al. Journal article The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression (2025) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Richer R, Capito K, Eskofier B, Berking M Journal article, Original article Sensor-based Measurement of Fear Avoidance in Chronic Primary Low Back Pain: A Study Protocol (2025) Heuler A, Hebel I, Richer R, Rohleder N, Barke A, Weise C Conference contribution, Abstract of a poster 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 Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial (2024) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management (2024) Grießhammer S, Malessa A, Lu H, Yip J, Leuschner J, Christgau F, Albrecht NC, et al. 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