Machine Learning–Based Risk Factor Analysis and Prediction Model Construction for the Occurrence of Chronic Heart Failure: Health Ecologic Study

BackgroundChronic heart failure (CHF) is a serious threat to human health, with high morbidity and mortality rates, imposing a heavy burden on the health care system and society. With the abundance of medical data and the rapid development of machine learning (ML) technologie...

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Bibliographic Details
Main Authors: Qian Xu, Xue Cai, Ruicong Yu, Yueyue Zheng, Guanjie Chen, Hui Sun, Tianyun Gao, Cuirong Xu, Jing Sun
Format: Article
Language:English
Published: JMIR Publications 2025-01-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2025/1/e64972
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