Machine Learning and Data Analytics Lab

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 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 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 Unpublished / Preprint Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning (2025) Rupp L, Kumar A, Sadeghi M,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 Automated Pipeline for Regional Epicardial Adipose Tissue Distribution Analysis in the Left Atrium (2025) Lluch È, Castañeda E, Weiss ME, Vizitiu A, Jacob A, Jami J, Audigier C, et al. Conference contribution 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 ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis (2025) Salehihafshejani F, Bayat S, Schett G, Kleyer A, Altstidl TR, Eskofier B Journal 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