Machine Learning and Data Analytics Lab

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 Unpublished / Preprint Automated Pipeline for Regional Epicardial Adipose Tissue Distribution Analysis in the Left Atrium (2025) Lluch È, Castañeda E, Weiss ME, Vizitiu A,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 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 Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions (2025) Dorschky E, Nitschke M, Mayer M, Weygers I, Gaßner H, Seel T, Eskofier B, Koelewijn A Journal article Simultaneous Control of Human Hand Joint Positions and Grip Force via HD-EMG and Deep Learning (2025) Rahimi F, Badamchizadeh MA, Simpetru R, Ghaemi S, Eskofier B, Del Vecchio A Unpublished / Preprint Breaking Down the Data Path in Digital Health: From Edge to Fog and Beyond (2025) Righi RDR, Rodrigues VF, Da Costa CA, Eskofier B Journal article A Systematic Review of Features Forecasting Patient Arrival Numbers (2025) Förstel M, Haas O, Förstel S, Maier A, Rothgang E Journal article