Emory Knee Radiograph (MRKR) dataset

Description

The Emory Knee Radiograph (MRKR) dataset is a large, demographically diverse collection of 503,261 knee radiographs from 83,011 patients, 40% of which are African American. This dataset provides imaging data in DICOM format along with detailed clinical information, including patient- reported pain scores, diagnostic codes, and procedural codes, which are not commonly available in similar datasets. The MRKR dataset also features imaging metadata such as image laterality, view type, and presence of hardware, enhancing its value for research and model development. MRKR addresses significant gaps in existing datasets by offering a more representative sample for studying osteoarthritis and related outcomes, particularly among minority populations, thereby providing a valuable resource for clinicians and researchers. Acknowledgments - We would like to thank MD.ai for assistance with image de-identification.

Update Frequency

New data is added as soon as it is available.

License

CC-BY-SA

Documentation

https://github.com/Emory-HITI/MRKR

Managed By

See all datasets managed by Health Innovation and Translational Informatics Lab at Emory University (hitilab.com).

Contact

bprice9@emory.edu, bpri0002@radiology.ufl.edu, hari.trivedi@emory.edu

How to Cite

Emory Knee Radiograph (MRKR) dataset was accessed on DATE from https://registry.opendata.aws/mrkr.

Usage Examples

Tutorials

• Example Notebook by Emory-HITI
  

Publications

• Emory Knee Radiograph Dataset by Brandon Price, Jason Adleberg, Kaesha Thomas, Zach Zaiman, Aawez Mansuri, Beatrice Brown-Mulry, Chima Okecheukwu, Judy Gichoya, Hari Trivedi.