Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

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 Unpublished / Preprint Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy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 EM, Hager M, Capito K, et al. Conference contribution, Conference Contribution EmpkinS-EKSpression: Ergebnisse einer Randomisiert-kontrollierten klinischen Studie eines Emotions-gestützten Trainings zur Kognitiven Umstrukturierung (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert EM, Hager M, Capito K, et al. Conference contribution, Conference Contribution Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study (2025) Flaucher M, Berzins S, Jäger K, Nissen M, Rolny J, Trißler P, Eckl S, et al. Journal article Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data (2025) Engel L, Müller J, Rendon EJF, Dorschky E, Krauß D, Ullmann I, Eskofier B, Vossiek M Journal article High-Knee-Flexion Posture Recognition Using Multi-Dimensional Dynamic Time Warping on Inertial Sensor Data (2025) Laudanski AF, Küderle A, Kluge F, Eskofier B, Acker SM 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 Unpublished / Preprint Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning (2025) Rupp L, Kumar A, Sadeghi M, Schindler-Gmelch L, Keinert M, Eskofier B, Berking M Journal article The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression (2025) Keinert EM, Schindler-Gmelch L, Rupp L, Sadeghi M, Richer R, Capito K, Eskofier B, Berking M Journal article, Original article