磁共振成像2025，Vol.16Issue(3)：184-189,6.DOI:10.12015/issn.1674-8034.2025.03.031
人工智能在乳腺癌磁共振诊断中的研究进展
Research progress of artificial intelligence in magnetic resonance diagnosis of breast cancer
张雪丽 1王孟瑶 1杨志豪 1唐祥冰 1赵明1
作者信息
- 1. 哈尔滨医科大学附属第二医院磁共振诊断科,哈尔滨 150086
- 折叠
摘要
Abstract
Globally,the incidence of breast cancer remains high and poses a significant threat to women's health.Early screening,diagnosis,and treatment can significantly improve the survival rate of breast cancer patients.In recent years,with the rapid development of big data and computer learning algorithms,artificial intelligence(AI)technology has been widely used in the field of medical imaging research,making disease diagnosis more efficient and accurate.Magnetic resonance imaging(MRI)has high resolution for soft tissues and is also sensitive in diagnosing breast lesions,and is widely used in clinical practice.A series of achievements have been made in the application of AI technology to process breast MRI data,which has improved the accuracy of breast cancer diagnosis to varying degrees.The purpose of this review is to summarize the latest application and research progress of AI technology in the diagnosis and treatment of breast cancer,so as to provide a valuable reference for clinicians to apply AI technology in the diagnosis and treatment of breast cancer,and help promote the further development of this field.关键词
乳腺癌/人工智能/影像组学/磁共振成像/机器学习/深度学习Key words
breast cancer/artificial intelligence/radiomics/magnetic resonance imaging/machine learning/deep learning分类
临床医学引用本文复制引用
张雪丽,王孟瑶,杨志豪,唐祥冰,赵明..人工智能在乳腺癌磁共振诊断中的研究进展[J].磁共振成像,2025,16(3):184-189,6.
