Machine Learning and Data Analytics Lab

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 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 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 Automated Multicohort Mobility Assessment with an Instrumented L-test (iL-test) (2025) Albites-Sanabria J, Palumbo P, D'ascanio I, Bonci T, Caruso M, Salis F, Cereatti A, et al. Journal article Electrophysiological Insights in Exergaming—Electroencephalography Data Recording and Movement Artifact Detection: Systematic Review (2025) Rico-Olarte C, Lopez DM, Eskofier B, Becker L Journal article, Review article Evaluating the Accuracy and Reliability of Real-World Digital Mobility Outcomes in Older Adults After Hip Fracture: Cross-Sectional Observational Study (2025) Berge MA, Paraschiv-Ionescu A, Kirk C, Küderle A, Micó-Amigo E, Becker C, Cereatti A, et al. Journal article Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article On the Scalability of Certified Adversarial Robustness with Generated Data (2024) Altstidl TR, Dobre D, Kosmala A, Eskofier B, Gidel G, Schwinn L Conference contribution, Original article