Nils Roth

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

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 An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters (2021) Roth N, Küderle A, Prossel D, Gaßner H, Eskofier B, Kluge F 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 Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? (2020) Zrenner M, Küderle A, Roth N, Jensen U, Dümler B, Eskofier B Journal article, Original article Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement (2020) Orozco-Arroyave JR, Vasquez Correa J, Klumpp P, Perez Toro PA, Escobar-Grisales D, Roth N, Ríos-Urrego CD, et al. Journal article Correction to: Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (J Neuroeng Rehabil (2019) 16:77 DOI: 10.1186/s12984-019-0548-2) (2019) Nguyen A, Roth N, Haji Ghassemi N, Hannink J, Seel T, Klucken J, Gaßner H, Eskofier B Journal article, Erratum Turning analysis during standardized test using on-shoe wearable sensors in parkinson’s disease (2019) Haji Ghassemi N, Hannink J, Roth N, Gaßner H, Marxreiter F, Klucken J, Eskofier B Journal article Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (2019) Nguyen A, Roth N, Haji Ghassemi N, Hannink J, Seel T, Klucken J, Gaßner H, Eskofier B Journal article Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions (2019) Gladow T, Gaßner H, Ullrich M, Hannink J, Roth N, Marxreiter F, Küderle A, et al. Conference contribution Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease (2019) Vásquez-Correa JC, Klumpp P, Arias-Vergara T, Strauss M, Küderle A, Roth N, Bayerl S, et al. Conference contribution, Original article