人工智能在乳腺癌影像筛查领域的应用进展
Application progress of artificial intelligence in the field of breast cancer imaging screening
薛文欣 1宋宏萍 2常婉英 2党晓智2
作者信息
- 1. 延安大学医学院,陕西延安 716000;空军军医大学西京医院超声医学科,陕西西安 710032
- 2. 空军军医大学西京医院超声医学科,陕西西安 710032
- 折叠
摘要
乳腺癌是女性常见的恶性肿瘤之一,严重威胁着女性的身心健康.早发现、早诊断、早治疗是改善乳腺癌预后的关键.因此,基于影像学检查的乳腺癌筛查尤为重要.近年来,人工智能(AI)在医学图像分析领域的研究受到前所未有的热情,显示出巨大潜能.因此,本文将对AI在乳腺癌影像筛查工作中的应用研究及面临的挑战进行综述.
Abstract
Breast cancer is one of the common malignant tumors in women,which seriously threatens the physical and mental health of women.Early detection,diagnosis and treatment are the keys to improving the prognosis of breast cancer.Therefore,breast cancer screening based on imaging examination is particularly important.In recent years,the research of artificial intelligence(AI)in the field of medical image analysis has received unprecedented enthusiasm,showing great potential.Therefore,this paper will review the application of AI in breast cancer imaging screening and the challenges it faces.
关键词
乳腺癌/筛查/人工智能/影像诊断Key words
breast cancer/screening/artificial intelligence/diagnostic imaging引用本文复制引用
基金项目
国家自然科学基金面上项目(82071934)
国际科技合作计划-重点项目(2020KWZ-022)
陕西省高等教育教学改革研究重点项目(21JZ009)
空军军医大学临床研究项目(2021LC2210)
出版年
2024
国家科技期刊平台
NSTL
万方数据