中国医科大学学报2026，Vol.55Issue(6)：481-486,6.DOI:10.12007/j.issn.0258-4646.2026.06.001
人工智能在超声心动图中的临床应用
Clinical application of artificial intelligence in echocardiography
摘要
Abstract
With the rapid development of artificial intelligence(AI)technology,its application in the field of medicine has expanded in both depth and breadth,resulting in significant changes in clinical practice.As the preferred imaging modality for the diagnosis of cardio-vascular diseases,echocardiography provides the advantages of rapidity,accuracy,real-time imaging,and noninvasiveness.However,the traditional manual analysis paradigm is limited by cumbersome operation,notable time consumption,and poor interobserver agreement.The deep integration of AI technology and echocardiography is expected to overcome these bottlenecks and advance echocardiographic diagnosis toward automation and intelligence.This review systematically addresses the current status of the clinical application of AI in the field of echocardiography,covering multiple research directions,including automatic chamber segmentation and volume quantification,myocardial strain analysis,automatic analysis of valvular heart disease,auxiliary diagnosis and prognosis prediction models,and image acquisition guidance.We elaborate on the relevant technical principles,clinical application efficacy,and validation results for accuracy.In addition,this review discusses the existing limitations and future directions for the development of AI applications in echocardiography,offering a reference for both research and clinical implementation.关键词
人工智能/超声心动图/心血管疾病/自动定量分析/辅助诊断Key words
artificial intelligence/echocardiography/cardiovascular disease/automatic quantitative analysis/auxiliary diagnosis分类
医药卫生引用本文复制引用
刘硕,马春燕..人工智能在超声心动图中的临床应用[J].中国医科大学学报,2026,55(6):481-486,6.基金项目
国家自然科学基金(82472007) （82472007）
