Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

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 Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey (2024) Kudelka J, Ollenschläger M, Dodel R, Eskofier B, Hobert MA, Jahn K, Klucken J, et al. Journal article Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w) (2024) Mohr M, Federolf P, Heinrich D, Nitschke M, Raschner C, Scharbert J, Koelewijn A Journal article, Erratum Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski M, Nguyen A, Zanca D, Eskofier B Journal article An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (2024) Mohr M, Federolf P, Heinrich D, Nitschke M, Raschner C, Scharbert J, Koelewijn A Journal article 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 A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis (2024) Altmannshofer S, Flaucher M, Beierlein M, Eskofier B, Beckmann M, Fasching P, Hübner H Journal article, Review article Sensory evaluation of axillary odour samples of younger and older adults by a trained panel (2024) Owsienko D, Schwinn L, Eskofier B, Kiesswetter E, Loos H Journal article