Deep learning prediction of peak oxygen uptake in patients with coronary heart disease: a retrospective study

Objective To develop and validate prediction models for peak oxygen uptake (VO₂peak) in patients with coronary heart disease (CHD) using submaximal cardiopulmonary exercise testing (CPET) indicators and deep learning methods.Design Retrospective model development and validation study.Setting Cardiac...

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Bibliographic Details
Published in:BMJ Open
Main Authors: Wei Zhao, Tao Shen, Guomin Hu, Chuan Ren
Format: Article
Language:English
Published: BMJ Publishing Group 2025-10-01
Online Access:https://bmjopen.bmj.com/content/15/10/e098878.full