Estimating individual minimum calibration for deep-learning with predictive performance recovery: An example case of gait surface classification from wearable sensor gait data - Lam, Guillaume; Rish, Irina; Dixon, Philippe C. (Journal of biomechanics, 2023)
Keywords: Adult; Biomechanics; Calibration; Clinical datasets; Clinical trials; Data points; Datasets; Deep Learning; Gait; Humans; Inertial platforms; Inertial sensing devices; Inter/intra-subject; Learning algorithms; Machine learning; Performance prediction; Random/Record-wise split; Subject-wise split; Test sets; Training; Walking; Wearable computers; Wearable Electronic Devices; Biomechanics; Clinical datasets; Gait; Inter/intra-subject; Machine learning; Calibration; Subject-wise split; Random/Record-wise split