医疗卫生装备2025，Vol.46Issue(5)：91-101,11.DOI:10.19745/j.1003-8868.2025093
深度学习技术在胎儿超声标准切面检测中的应用综述
Application of deep learning techniques in fetal ultrasound standard plane detection
摘要
Abstract
Fetal ultrasound standard plane detection was introduced in terms of its importance and problems encountered.The deep learning techniques applied in fetal standard plane detection were reviewed,including transfer learning,modified basic network,hybrid network and multi-task network.The problems encountered by the deep learning techniques during the application were analyzed,and the future research directions were envisioned.[Chinese Medical Equipment Journal,2025,46(5):91-101]关键词
深度学习/胎儿超声/超声标准切面检测/图像分类Key words
deep learning/fetal ultrasound/ultrasound standard plane detection/image classification分类
医药卫生引用本文复制引用
於天祥,宾光宇,吴水才,周著黄..深度学习技术在胎儿超声标准切面检测中的应用综述[J].医疗卫生装备,2025,46(5):91-101,11.基金项目
国家自然科学基金资助项目(11804013,61871005) （11804013,61871005）
北京市自然科学基金资助项目(4222001) （4222001）
