人工智能技术在乳腺癌超声诊断中的研究进展

Research progress of artificial intelligence in ultrasound diagnosis of breast cancer

乳腺癌是全球新发病例数最多的癌症, 在绝大多数国家中居女性癌症发病谱及死因谱的第一位。近年来, 人工智能尤其是深度学习、计算机辅助诊断等方法在图像分析处理、计算机视觉等方面表现出卓越的性能, 在医疗卫生领域的病灶识别、疾病诊断等方面也具有巨大的发展潜力。本文主要探讨人工智能在乳腺癌超声诊断中的应用及进展。

Breast cancer is the cancer with the largest number of new cases in the world,and ranks first in the incidence spectrum and cause of death among women in most countries.In recent years,artificial intelligence(AI),especially deep learning and computer-aided diagnosis,has shown remarkable performance in image analysis and processing,computer vision and other aspects,and has great development potential in the field of medical and health lesions identification,disease diagnosis and other aspects.This paper mainly discusses the application and progress of AI in ultrasound diagnosis of breast cancers.