Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Department Artificial Intelligence in Biomedical Engineering (AIBE)

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 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 M, 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 Stress-induced movement inhibition during acute psychosocial stress predicts HPA axis response (2025) Rohleder N, Richer R, Abel L, Kurz M, Burghardt F, Ringgold V, Eskofier B Conference contribution, Abstract of lecture 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 Affect during sleep: Exploring the capabilities of Artificial Intelligence in Sleep Research (2025) Ernst S, Krauß D, Moß M, Vossiek M, Eskofier B, Berking M Conference contribution EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert M, Hager M, Capito K, et al. Conference contribution Data-Driven Quantification of Defensive Freezing During the Trier Social Stress Test (2025) Abel L, Hofmann M, Richer R, Kurz M, Ringgold V, Hauck F, Schindler-Gmelch L, et al. Conference contribution, Abstract of lecture