Arne Küderle

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

The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking (2022) Küderle A, Roth N, Zlatanovic J, Zrenner M, Eskofier B, Kluge F 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 Federated Learning for Healthcare: Systematic Review and Architecture Proposal (2022) Antunes RS, Da Costa CA, Küderle A, Abdullahi I, Eskofier B Journal article, Review 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 Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors (2021) Happold J, Richer R, Küderle A, Gaßner H, Klucken J, Eskofier B, Kluge F Conference contribution, Original article 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 Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease (2021) Jakob V, Küderle A, Klucken J, Eskofier B, Winkler J, Winterholler M, Gaßner H, Kluge F 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