Martin Ullrich

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Design and validation of a multi-task, multi-context protocol for real-world gait simulation (2022) Scott K, Bonci T, Salis F, Alcock L, Buckley E, Gazit E, Hansen C, et al. Journal article Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data (2022) Ullrich M, Roth N, Küderle A, Richer R, Gladow T, Gaßner H, Marxreiter F, et al. Journal article Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease (2022) Roth N, Ullrich M, Küderle A, Gladow T, Marxreiter F, Gaßner H, Kluge F, et al. Journal article Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments (2021) Roth N, Wieland GP, Küderle A, Ullrich M, Gladow T, Marxreiter F, Klucken J, et al. Conference contribution, Conference Contribution Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data (2021) Ullrich M, Küderle A, Reggi L, Cereatti A, Eskofier B, Kluge F Conference contribution, Conference Contribution Technical validation of real-world monitoring of gait: a multicentric observational study (2021) Mazza C, Alcock L, Aminian K, Becker C, Bertuletti S, Bonci T, Brown P, et al. Journal article BioPsyKit: A Python package for the analysis of biopsychological data (2021) Richer R, Küderle A, Ullrich M, Rohleder N, Eskofier B Journal article, Original article Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease (2021) Ullrich M, Mücke A, Küderle A, Roth N, Gladow T, Gaßner H, Marxreiter F, et al. Journal article, Original article Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients (2021) Roth N, Küderle A, Ullrich M, Gladow T, Marxreiter F, Klucken J, Eskofier B, Kluge F Journal article Consensus based framework for digital mobility monitoring (2021) Kluge F, Del Din S, Cereatti A, Gaßner H, Hansen C, Helbostad JL, Klucken J, et al. Journal article