Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

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 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 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 Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases (2023) Romijnders R, Salis F, Hansen C, Küderle A, Paraschiv-Ionescu A, Cereatti A, Alcock L, et al. Journal article Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka (2023) Habs M, Dingermann T, Bachmeier BE, Eskofier B, Friedrich B, Prantl L, Emmer J, et al. Journal article A multi-sensor wearable system for the assessment of diseased gait in real-world conditions (2023) Salis F, Bertuletti S, Bonci T, Caruso M, Scott K, Alcock L, Buckley E, et al. Journal article Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. (2023) Ullrich M, Roth N, Küderle A, Richer R, Gladow T, Gaßner H, Marxreiter F, et al. Journal article Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article Improving the Robustness of IMU-based Sit-To-Stand Detection during Simulated Real-World Activities for Different Sensor Positions (2023) Seifer AK, Popp F, Richer R, Gaßner H, Eskofier B Conference contribution, Conference Contribution