Machine Learning and Data Analytics Lab

Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach (2023) Stahlke M, Yammine G, Feigl T, Eskofier B, Mutschler C Journal article, Original article Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias (2023) Koch V, Jakob V, Küderle A, Ollenschläger M, Kotter K, Ibrahim A, Winkler J, et al. Journal article uTUG: An unsupervised Timed Up and Go test for Parkinson's disease (2023) da Rosa Tavares JE, Ullrich M, Roth N, Kluge F, Eskofier B, Gaßner H, Klucken J, et al. Journal article CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling (2023) Richer R, Abel L, Küderle A, Eskofier B, Rohleder N Journal article, Original article PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears (2023) Zürl M, Dirauf R, Köferl F, Steinlein N, Sueskind J, Zanca D, Brehm I, et al. Journal article Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy (2023) Weissmann T, Huang Y, Fischer S, Roesch J, Mansoorian S, Gaona HA, Gostian AO, et al. Journal article, Original article tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation (2023) Küderle A, Richer R, Simpetru R, Eskofier B Journal article, Original article Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data (2023) Nitschke M, Marzilger R, Leyendecker S, Eskofier B, Koelewijn A Journal article, Original article Perspective on “in the wild” movement analysis using machine learning (2023) Dorschky E, Camomilla V, Davis J, Federolf P, Reenalda J, Koelewijn A Journal article, Original article Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study (2023) Härtl T, Owsienko D, Schwinn L, Hirsch C, Eskofier B, Lang R, Wirtz S, Loos H Journal article