Machine Learning and Data Analytics Lab

Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions (2025) Sadeghi M, Rahimi F, Singh S, Richer R, Schindler-Gmelch L, Rupp L, Keinert M, et al. Conference contribution Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer (2025) Merzhevich T, Tanzanakis A, Salin E, Quiering C, Kurz C, Gmeiner B, Eskofier B Conference contribution Acute stress response of inflammatory cytokines measured in dried blood spots (2025) Rohleder N, Kurz M, Abel L, Burghardt F, Ringgold V, Schindler-Gmelch L, Eskofier B, Richer R Conference contribution, Abstract of lecture A Concept of Emotion-Driven Human-Robot-Inter-Action for Nursing Care Scenarios (2025) Wittenberg T, Ernst A, Hauenstein T, Merz N, Sassen S, André E, Lu S, et al. Conference contribution Radarbasierte Atemerfassung auf einer Palliativstation (2025) Yip J, Tran TT, Grießhammer S, Malessa A, Koelpin A, Eskofier B, Ostgathe C, Steigleder T Journal article The Effect of Hearing Aid Amplification on Gait Parameters: A Pilot Study Using Ear-Worn Motion Sensors (2025) Seifer AK, Küderle A, Strobel K, Hannemann R, Eskofier B Journal article Exploring attitudes towards AI-based contactless sensors in health – a qualitative study with five stakeholder groups (Preprint) (2025) Hille EM, Bleher H, Coppers B, Engelhardt S, Eskofier B, Garbe L, Heckel M, et al. Unpublished / Preprint Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status (2025) Yip J, Grießhammer S, Leutheuser H, Richer R, Lu H, Kölpin A, Eskofier B, et al. Unpublished / Preprint Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability (2025) Krauß D, Richer R, Küderle A, Jukic J, German A, Leutheuser H, Regensburger M, et al. Journal article EmpkinS-EKSpression-BioFACEBack: Ergebnisse eines randomisiert-kontrollierten Trials zu gesichtsmuskelfokussiertem Biofeedback bei depressiven Erkrankungen (2025) Schindler-Gmelch L, Rupp L, Rahimi F, Sadeghi M, Keinert M, Hager M, Capito K, et al. Conference contribution, Conference Contribution