Machine Learning and Data Analytics Lab

xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning (2022) Link J, Schwinn L, Pulsmeyer F, Kautz T, Eskofier B Journal article Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information (2022) Krauß D, Richer R, Küderle A, Beilner J, Rohleder N, Eskofier B Conference contribution, Abstract of a poster A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites (2022) Rodrigues VF, Antunes RS, Seewald LA, Bazo R, dos Reis ES, dos Santos UJ, Righi RdR, et al. Journal article Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation (2022) Qiu J, Oppelt M, Nissen M, Anneken L, Breininger K, Eskofier B Conference contribution 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 What is walking? a systematic review and meta-ethnography (2022) Delgado Ortiz L, Polhemus A, Keogh A, Sutton N, Remmele W, Hansen C, Kluge F, et al. Conference contribution 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