Machine Learning and Data Analytics Lab

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 Optimal Control and Machine Learning in Biomechanics: Hybrid Models for Inertial Sensor-based Gait Analysis and Virtual Footwear Testing (2023) Dorschky E Thesis Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia (2023) Loris E, Ollenschläger M, Greinwalder T, Eskofier B, Winkler J, Gaßner H, Regensburger M Journal article Listening to the patients' voice: a conceptual framework of the walking experience (2023) Delgado-Ortiz L, Polhemus A, Keogh A, Sutton N, Remmele W, Hansen C, Kluge F, et al. Journal article