Machine Learning and Data Analytics Lab

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 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 Unpublished / Preprint Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar (2025) Oesten M, Abel L, Albrecht NC, Richer R, Langer D, Grießhammer S, Ghanem K, et al. Journal article A Systematic Review of Features Forecasting Patient Arrival Numbers (2025) Förstel M, Haas O, Förstel S, Maier A, Rothgang E Journal article 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 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Force via HD-EMG and Deep Learning (2025) Rahimi F, Badamchizadeh MA, Simpetru R, Ghaemi S, Eskofier B, Del Vecchio A Unpublished / Preprint Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions (2025) Dorschky E, Nitschke M, Mayer M, Weygers I,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 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 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