AUTHOR=Lin Qingqing , Zhao Wenxiang , Zhang Hailin , Chen Wenhao , Lian Sheng , Ruan Qinyun , Qu Zhaoyang , Lin Yimin , Chai Dajun , Lin Xiaoyan TITLE=Predicting the risk of heart failure after acute myocardial infarction using an interpretable machine learning model JOURNAL=Frontiers in Cardiovascular Medicine VOLUME=12 YEAR=2025 URL=https://www.frontiersin.org/journals/cardiovascular-medicine/articles/10.3389/fcvm.2025.1444323 DOI=10.3389/fcvm.2025.1444323 ISSN=2297-055X