Arne Küderle

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

The Effect of Hearing Aid Amplification on Gait Parameters: A Pilot Study Using Ear-Worn Motion Sensors (2025) Seifer AK, Küderle A, Strobel K, Hannemann R, Eskofier B Journal article Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability (2025) Krauß D, Richer R, Küderle A, Jukic J, German A, Leutheuser H, Regensburger M, et al. Journal article High-Knee-Flexion Posture Recognition Using Multi-Dimensional Dynamic Time Warping on Inertial Sensor Data (2025) Laudanski AF, Küderle A, Kluge F, Eskofier B, Acker SM Journal article PEPbench -- Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms (2025) Richer R, Jorkowitz J, Stühler S, Abel L, Kurz M, Oesten M, GrießHammer SG, et al. Unpublished / Preprint Evaluating the Accuracy and Reliability of Real-World Digital Mobility Outcomes in Older Adults After Hip Fracture: Cross-Sectional Observational Study (2025) Berge MA, Paraschiv-Ionescu A, Kirk C, Küderle A, Micó-Amigo E, Becker C, Cereatti A, et al. Journal article 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 Machine learning-based detection of acute psychosocial stress from body posture and movements (2024) Richer R, Koch V, Abel L, Hauck F, Kurz M, Ringgold V, Müller V, et al. Journal article, Original article Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress (2024) Richer R, Varkentin E, Kurmanbekova K, Müller V, Abel L, Ringgold V, Küderle A, et al. Conference contribution, Abstract of a poster CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment (2024) Richer R, Abel L, Mücke A, Küderle A, Eskofier B, Rohleder N Conference contribution, Abstract of a poster