Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Machine-learning-based models versus design-oriented models for predicting the axial compressive load of FRP-confined rectangular RC columns (2023) Sayed YA, Ibrahim A, Tamrazyan AG, Fahmy MF Journal article Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine (2023) Eskofier B, Klucken J Book chapter / Article in edited volumes Aligning Federated Learning with Existing Trust Structures in Health Care Systems (2023) Abdullahi I, Raab R, Küderle A, Eskofier B Journal article, Original article An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems (2023) Scholl C, Spiegler M, Ludwig K, Eskofier B, Tobola A, Zanca D Journal 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 Teleglaucoma Using a New Smartphone-Based Tool for Visual Field Assessment (2023) Grau E, Andrae S, Horn F, Hohberger B, Ring M, Michelson G 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 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