Advancing medical imaging research through rich, diverse data.
We curate medical imaging datasets with the same rigor researchers bring to their models.
Request Access
Submit your research purpose and institutional affiliation for review.
Secure Credentials
Receive time-limited AWS credentials upon approval, encrypted and tracked.
Download Data
Access curated radiology datasets directly from secure S3 storage.
Access Keys
Note: Naming is how you can often to use this dataset.
3. Download Dataset
aws s3 sync s3://emory-mrkr-dataset ./local-folder --profile mrkr-dataset
Note: Use AWS CLI to sync the dataset to your local machine
Our datasets empower the leading institutions advancing AI research in medical imaging.
Curated collections for machine learning, and clinical research
Emory Knee Radiograph (MRKR)
Large, demographically diverse collection of 503,261 knee radiographs from 83,011 patients
EMory BrEast Imaging Dataset (EMBED)
Racially diverse mammography dataset containing 3.4M screening and diagnostic images from 110,000 patients with an equal representation of black and white women
EMBED V2
A multimodal expansion of EMBED adding breast MRI, DBT, and ultrasound, along with additional clinical data, while preserving the dataset's racial diversity
Need a custom imaging dataset or access to proprietary data?
We offer additional proprietary datasets not listed here. Contact us to explore more options.