Automatic Cardiopulmonary Endurance Assessment: A Machine Learning Approach Based on GA-XGBOOST

Objective: Among various assessment paradigms, the cardiopulmonary exercise test (CPET) provides rich evidence as part of the cardiopulmonary endurance (CPE) assessment. However, methods and strategies for interpreting CPET results are not in agreement. The purpose of this study is to validate the p...

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Bibliographic Details

Published in:	Diagnostics
Main Authors:	Jia Deng, Yan Fu, Qi Liu, Le Chang, Haibo Li, Shenglin Liu
Format:	Article
Language:	English
Published:	MDPI AG 2022-10-01
Subjects:	CPET XG-BOOST cardiopulmonary assessment
Online Access:	https://www.mdpi.com/2075-4418/12/10/2538