@Article{info:doi/10.2196/47645,
author="Cai, Yu-Qing
and Gong, Da-Xin
and Tang, Li-Ying
and Cai, Yue
and Li, Hui-Jun
and Jing, Tian-Ci
and Gong, Mengchun
and Hu, Wei
and Zhang, Zhen-Wei
and Zhang, Xingang
and Zhang, Guang-Wei",
title="Pitfalls in Developing Machine Learning Models for Predicting Cardiovascular Diseases: Challenge and Solutions",
journal="J Med Internet Res",
year="2024",
month="Jul",
day="26",
volume="26",
pages="e47645",
keywords="cardiovascular diseases; risk prediction models; machine learning; problem; solution",
issn="1438-8871",
doi="10.2196/47645",
url="https://www.jmir.org/2024/1/e47645",
url="https://doi.org/10.2196/47645"
}