EMory BrEast Imaging Dataset (EMBED)

EMBED is a racially diverse mammography dataset containing 3.4M screening and diagnostic images from 110,000 patients collected from 2013-2020, with an equal representation of black and white women. The dataset is comprised of 2D, synthetic 2D (C-view), and 3D (digital breast tomosynthesis, i.e. DBT) images. It contains 60,000 annotated lesions linked to structured imaging descriptors and ground truth pathologic outcomes grouped into six severity classes. This release represents 20% of the total 2D and C-view dataset and is available for research use. DBT, US, and MRI exams will be added at a later date.</br></br> Acknowledgements - We would like to thank Glendor, Inc and MD.ai for assistance with image de-identification.

EMBED 是一个种族多元化的乳腺摄影数据集，包含来自 2013-2020 年间 11,000 名患者、共计 340 万张筛查和诊断图像，其中黑人女性和白色女性的比例相等。该数据集由二维图像、合成二维（C 视角）图像以及三维（数字乳腺断层扫描，即 DBT）图像构成。其中包含 60,000 个与结构化成像描述符和病理学结果相对应的标注病变，这些结果被分为六个严重程度等级。本发布版包含了二维和 C 视角数据集的 20%，并可供研究使用。DBT、超声和 MRI 检查将在以后添加。致谢 - 我们衷心感谢 Glendor, Inc 和 MD.ai 在图像去识别化方面的协助。