Prof. Dr. Björn Eskofier

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

Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study (2022) Regensburger M, Spatz I, Ollenschläger M, Martindale C, Lindeburg P, Kohl Z, Eskofier B, et al. Journal article A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements (2022) Cakici A, Oßwald M, Souza de Oliveira D, Braun D, Simpetru R, Kinfe TM, Eskofier B, Del Vecchio A Conference contribution, Conference Contribution Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information (2022) Krauß D, Richer R, Küderle A, Rohleder N, Eskofier B Conference contribution, Abstract of lecture 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 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 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