EMory BrEast Imaging Dataset (EMBED).yaml

Name: EMory BrEast Imaging Dataset (EMBED)
Description: 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. 

Acknowledgements: We would like to thank Glendor, Inc and MD.ai for assistance with image de-identification.
Documentation: https://github.com/Emory-HITI/EMBED_Open_Data
Contact: hari.trivedi@emory.edu
ManagedBy: Health Innovation and Translational Informatics Lab at Emory University (hitilab.com)
UpdateFrequency: New data to be added annually
Tags:
  - health
  - cancer
License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
Citation: https://pubs.rsna.org/doi/epdf/10.1148/ryai.220047
Resources:
  - Description: EMBED dataset and tables
    ARN: arn:aws:s3:::embed-dataset-open
    Region: us-west-2
    Type: S3 Bucket
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  Publications:
    - Title:The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograms
      URL: https://pubs.rsna.org/doi/epdf/10.1148/ryai.220047
      AuthorName: Jiwoong J. Jeong, Brianna L. Vey, Ananth Reddy, Thomas Kim, Thiago Santos, Ramon Correa, Raman Dutt, Marina Mosunjac, Gabriela Oprea-Ilies, Geoffrey Smith, Minjae Woo, Christopher R. McAdams, Mary S. Newell, Imon Banerjee, Judy Gichoya, Hari Trivedi
      AuthorURL: https://scholar.google.com/citations?hl=en&user=_VYSm7YAAAAJ
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