Arne Küderle

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

Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning (2022) Vorberg L, Pflüger S, Richer R, Jäger K, Küderle A, Nassall K, Eskofier B, Rohleder N Conference contribution, Abstract of a poster imucal - A Python library to calibrate 6 DOF IMUs (2022) Küderle A, Roth N, Richer R, Eskofier B 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 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