Martin Ullrich

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

Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device (2024) Kirk C, Küderle A, Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Soltani A, et al. Journal article Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5) (2024) Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Kirk C, Soltani A, Küderle A, et al. Journal article, Erratum Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking (2024) Küderle A, Ullrich M, Roth N, Ollenschläger M, Ibrahim A, Moradi H, Richer R, et al. Journal article Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study (2024) Kluge F, Brand YE, Micó-Amigo ME, Bertuletti S, D'Ascanio I, Gazit E, Bonci T, et al. Journal article Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning (2023) Ollenschläger M, Höfner P, Ullrich M, Kluge F, Greinwalder T, Loris E, Regensburger M, et al. Journal article Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (2023) Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Kirk C, Soltani A, Küderle A, et al. Journal article Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization (2023) Palmerini L, Reggi L, Bonci T, Del Din S, Micó-Amigo ME, Salis F, Bertuletti S, 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 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 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