Machine Learning and Data Analytics Lab

MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data (2022) Ollenschläger M, Küderle A, Mehringer W, Seifer AK, Winkler J, Gaßner H, Eskofier B, Kluge F Journal article Machine learning-based improvement of an online rheumatology referral and triage system (2022) Knitza J, Janousek L, Kluge F, Von Der Decken CB, Kleinert S, Vorbrueggen W, Kleyer A, et al. Journal article Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen (2022) Wehbi M, Luge D, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Journal article Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution SVC-onGoing: Signature verification competition (2022) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Morales A, Ortega-Garcia J, Carlos Ruiz-Garcia J, et al. Journal article Detection of Acute Psychosocial Stress from Body Movements using Machine Learning (2022) Richer R, Koch V, Küderle A, Müller V, Wirth V, Stamminger M, Rohleder N, Eskofier B Conference contribution, Abstract of a poster Effect of Acute Psychosocial Stress on Body Movements (2022) Rohleder N, Richer R, Koch V, Küderle A, Müller V, Wirth V, Stamminger M, Eskofier B Conference contribution, Abstract of lecture Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses (2022) Richer R, Zenkner JJ, Küderle A, Rohleder N, Eskofier B Conference contribution, Abstract of lecture AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS (2022) Weber N, Lennartz R, Knitza J, Bayat S, Sadeghi M, Ibrahim A, Karatastan C, et al. Journal article Biomedical monitoring in underwater environments (2022) Cibis T, Gradl S, McEwan A Authored book