Feasibility of the deep learning method for estimating the ventilatory threshold with electrocardiography data

Abstract Regular aerobic physical activity is of utmost importance in maintaining a good health status and preventing cardiovascular diseases (CVDs). Although cardiopulmonary exercise testing (CPX) is an essential examination for noninvasive estimation of ventilatory threshold (VT), defined as the c...

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Bibliographic Details
Main Authors: Kotaro Miura, Shinichi Goto, Yoshinori Katsumata, Hidehiko Ikura, Yasuyuki Shiraishi, Kazuki Sato, Keiichi Fukuda
Format: Article
Language:English
Published: Nature Publishing Group 2020-10-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-00348-6