Machine Learning and Data Analytics Lab

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 The Impact of Selective Attention and Musical Training on the Cortical Speech Tracking in the Delta and Theta Frequency Bands (2025) Schüller A, Mücke A, Riegel J, Reichenbach T 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 Dissecting the Cognitive, Motivational, and Affective Dimensions of the Acute Psychological Stress Response Across Two Empirical Studies (2025) König V, Abel L, Burkhardt F, Kurz M, Müller V, Richer R, Schindler-Gmelch L, et al. Conference contribution, Abstract of lecture