国外公开乳腺影像数据集的现状分析及其启示

Analysis and Enlightenment of Foreign Open Breast Image Datasets

随着医疗人工智能的热潮,利用计算机视觉技术研究医学影像,有效地帮助医生进行疾病的识别与筛查已成为研究者们的重点关注目标。本文以国外乳腺影像数据集的研究为例,对国外大型公开乳腺影像数据集的数据集基本情况、数据具体信息、国外使用数据的相关研究以及共享利用的途径进行概述。在此基础上,综合分析国外公开乳腺影像数据集的特点,结合我国医疗健康数据开放现状,阐述国外公开影像数据集对我国医疗健康数据开放的启示。

With the upsurge of medical artificial intelligence,the use of computer vision technology to study medical images,which can effectively help doctors to identify and screen diseases,has become a focus of researchers.This paper summarizes the basic situation,specific information,related research,and data sharing and utilizing ways of foreign breast image datasets.This review provides inspirations for the opening of Chinese medical and health data.