人工智能在超声医学诊断方面的研究进展

Research advances in artificial intelligence for ultrasound medical diagnosis

超声是一种安全、无创的成像方式,随着超声成像技术不断发展,超声诊断成为各个临床领域的重要成像技术之一。同时,近年来数字医疗蓬勃发展,人工智能擅长自动识别复杂模式并为成像数据提供定量评估。传统的超声技术与人工智能结合正在成为研究热点。本文总结了人工智能(尤其是深度学习技术)在超声领域的应用现状及研究进展,并展望了未来的发展前景及挑战。

Ultrasound is a safe,non-invasive imaging modality and as ultrasound imaging continues to develop,diagnostic ultrasound has become one of the key imaging techniques in various clinical areas.At the same time,digital healthcare has flourished in recent years,with artificial intelligence excelling at automatically recognising complex patterns and providing quantitative evaluation of imaging data.The combination of traditional ultrasound techniques with artificial intelligence is becoming a hot research topic.This paper summarises the current status and research progress in the application of artificial intelligence(especially deep learning techniques)in ultrasound,and looks at the future prospects and challenges.