中国比较医学杂志2026，Vol.36Issue(4)：108-117,10.DOI:10.3969/j.issn.1671-7856.2026.04.011
人工智能在心力衰竭预测中的应用
Application of artificial intelligence for prediction of heart failure
摘要
Abstract
Heart failure has high incidence and mortality rates worldwide.Artificial intelligence(AI)is increasingly used in the cardiovascular field.This article summarizes progress in combining AI technology with clinical examination method for the prediction of heart failure.AI can evaluate the structure of the heart,and predict heart failure by learning parameters from echocardiography.The electrocardiogram model established by AI has high agility in predicting heart failure.New biomarkers and gene involvement discovered by AI can guide the prediction of heart failure and the screening of high-risk populations.AI can also identify the risk of heart failure by learning other disease characteristics.AI technology has the advantages of convenience,reliability,and high efficiency for the prediction of heart failure,presented new possibilities and challenges for this field and provided valuable references for the clinical decision-making of medical specialists.关键词
心力衰竭/人工智能/预测Key words
heart failure/artificial intelligence/prediction分类
医药卫生引用本文复制引用
王亚东,贾福运,刘思睿,张瑞,祁光伟,徐强..人工智能在心力衰竭预测中的应用[J].中国比较医学杂志,2026,36(4):108-117,10.基金项目
国家自然科学基金(82374195). （82374195）
