Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises.

This paper applies a nonparametric modelling method with kernel-based regularization to estimate the carbon dioxide production during jogging exercises. The kernel selection and regularization strategies have been discussed; several commonly used kernels are compared regarding the goodness-of-fit, s...

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Bibliographic Details
Published in:Medical & Biological Engineering & Computing Vol. 56; no. 12; pp. 2337 - 2352
Main Authors: Yu, Hairong, Ye, Lin, Naik, Ganesh R., Song, Rong, Nguyen, Hung T., Su, Steven W.
Format: Journal Article
Published: Springer Nature Dec2018
Online Access:View this record in EBSCOhost