乳腺超声人工智能应用进展  

Application progresses of breast ultrasound artificial intelligence

作　　者：刘芳欣[1] 王洲[1] 任永凤[1] 李健[1] LIU Fangxin;WANG Zhou;REN Yongfeng;LI Jian(Department of Ultrasound,Bozhou People's Hospital,Bozhou 236800,China)

机构地区：[1]亳州市人民医院超声科,安徽亳州236800

出　　处：《中国医学影像技术》2021年第11期1731-1734,共4页Chinese Journal of Medical Imaging Technology

基　　金：安徽理工大学校级资助项目(QN2019137)。

摘　　要：乳腺癌是女性最常见癌症之一,早期筛查、诊断对改善预后、降低死亡率至关重要。近年来,随着计算机性能的提高、海量医学影像数据的累积及新算法的不断出现,乳腺超声领域中人工智能(AI)研发已取得重大突破。乳腺超声AI可自动识别成像信息并定量评价,更准确、快速地诊断乳腺疾病。本文对AI在乳腺超声中的研究及应用现状进行综述。Breast cancer is one of the most common cancers in women.Early screening and diagnosis are essential to improve prognosis and reduce mortality.In recent years,with the improvement of computer performance,the storage of massive medical image data and the continuous emergence of new algorithms,the development of artificial intelligence(AI)in the field of breast ultrasound has made a major breakthrough.Breast ultrasound AI can automatically identify and quantitatively evaluating imaging information to accurately and quickly diagnose breast diseases.The research and application progresses of AI in breast ultrasound were reviewed in this paper.

关 键 词：乳腺疾病 超声检查 人工智能 诊断 计算机辅助 神经网络 计算机 

分 类 号：R737.9[医药卫生—肿瘤] R445.1[医药卫生—临床医学]