TY - JOUR AU - Cai, Yu-Qing AU - Gong, Da-Xin AU - Tang, Li-Ying AU - Cai, Yue AU - Li, Hui-Jun AU - Jing, Tian-Ci AU - Gong, Mengchun AU - Hu, Wei AU - Zhang, Zhen-Wei AU - Zhang, Xingang AU - Zhang, Guang-Wei PY - 2024 DA - 2024/7/26 TI - Pitfalls in Developing Machine Learning Models for Predicting Cardiovascular Diseases: Challenge and Solutions JO - J Med Internet Res SP - e47645 VL - 26 KW - cardiovascular diseases KW - risk prediction models KW - machine learning KW - problem KW - solution SN - 1438-8871 UR - https://www.jmir.org/2024/1/e47645 UR - https://doi.org/10.2196/47645 DO - 10.2196/47645 ID - info:doi/10.2196/47645 ER -