Machine Learning and Data Analytics Lab

Die Beschreibung des Gesundheitszustandes anhand von Veränderungen in Bewegungsmustern von Palliativpatient:innen – Eine explorative Erfassung (2022) Yip J, Steigleder T, Heckel M, Eskofier B, Ostgathe C Conference contribution, Abstract of lecture Assessing HapHop-Physio: An Exer-Learning Game to Support Therapies for Children with Specific Learning Disorders (2022) Rico Olarte C, Narváez-Muñoz N, López DM, Becker L, Tovar-Ruiz LÁ Journal article, Original article Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units (2022) Souza de Oliveira D, Casolo A, Balshaw TG, Maeo S, Lanza MB, Martin NRW, Maffulli N, et al. Journal article 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