中风与神经疾病杂志2025，Vol.42Issue(11)：1001-1007,7.DOI:10.19845/j.cnki.zfysjjbzz.2025.0183
人工智能在血管超声中的应用现状及进展
Application of artificial intelligence in vascular ultrasound:Current status and advances
摘要
Abstract
Artificial intelligence(AI)technologies,especially machine learning algorithms,have achieved remark-able advances in medical image analysis in recent years.As a noninvasive,real-time,and cost-effective imaging modal-ity,vascular ultrasound is one of the most active areas for the application of AI technologies in medicine.This article re-views the latest research advances in the application of AI in vascular ultrasound image recognition,automatic segmenta-tion,diagnostic assistance,and risk prediction in 2021-2025,covering the aspects of transcranial Doppler,carotid ar-tery,abdominal aortic aneurysms,aortic dissection,peripheral artery disease,arteriovenous fistula,venous thrombosis,and the inferior vena cava.This article highlights the key technological innovations,clinical value,and research chal-lenges of AI within these areas.关键词
人工智能/机器学习/超声/血管疾病Key words
Artificial intelligence/Machine learning/Ultrasound/Vascular disease分类
医药卫生引用本文复制引用
罗嘉宝,张峰..人工智能在血管超声中的应用现状及进展[J].中风与神经疾病杂志,2025,42(11):1001-1007,7.基金项目
广东省科技厅农村特派员项目(KTPYJ2024002) （KTPYJ2024002）
中山大学临床医学研究"1010"计划项目[1010PY(2022)-26] （2022）
