EMory BrEast Imaging Dataset
Racially diverse mammography dataset containing 3.4M screening and diagnostic images from 110,000 patients with an equal representation of black and white women
- Mammography
- 110,000 patients
- Racially diverse

Mission
Every collection is de-identified, reviewed and documented before it is published, so the work you do with it starts from data you can account for.
Process
Each grant is reviewed by the lab, scoped to a single dataset, and issued with an expiry that AWS enforces on every request.
Submit your research purpose and institutional affiliation for review.
Receive time-limited AWS credentials on approval, encrypted and tracked.
Pull curated radiology datasets straight from secure S3 storage.
What you receive
[emory-embed] aws_access_key_id = AKIA•••••••••••• aws_secret_access_key = ••••••••••••••••
aws s3 sync s3://embed-dataset-open ./embed \ --profile emory-embed --region us-west-2
Read-only keys, scoped to the dataset you were approved for, valid for a fixed window. Expiry is enforced by AWS itself.
Datasets
Full-resolution imaging with linked clinical labels, available to academic researchers under each dataset's licence.
Racially diverse mammography dataset containing 3.4M screening and diagnostic images from 110,000 patients with an equal representation of black and white women
Knee radiographs with paired reports and structured labels
Contact
Questions about a dataset, an application, or access you already hold — one address reaches the whole team.