Machine Learning and Data Analytics Lab

SoK: Descriptive Statistics Under Local Differential Privacy (2025) Raab R, Berrang P, Gerhart P, Schröder D Journal article Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital (2024) Förstel S, Förstel M, Gallistl M, Zanca D, Eskofier B, Rothgang EM Journal 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 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 Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands (2024) Ringgold V, Abel L, Eskofier B, Rohleder N Journal article The Impact of Random Models on Standardized Clustering Similarity (2024) Klede K, Altstidl TR, Zanca D, Eskofier B Journal article, Original article Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception (2024) Nissen M, Huang SY, Jäger K, Flaucher M, Titzmann A, Bleher H, Pontones C, et al. Journal article The Short Stress State Questionnaire in German (SSSQ-G) (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Journal article Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion (2024) Lennartz R, Khassetarash A, R. Nigg S, Eskofier B, Nigg BM Journal article Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning (2024) Zürl M, Stoll P, Brehm I, Sueskind J, Raab R, Petermann J, Zanca D, et al. Journal article