MIMIC-CXR

If you use the MIMIC-CXR Database in your work, please cite the following publication:

MIMIC-CXR: A large publicly available database of labeled chest radiographs. Johnson AEW, Pollard TJ, Berkowitz S, Greenbaum NR, Lungren MP, Deng C-Y, Mark RG, Horng S. arXiv.. Available from: https://arxiv.org


MIMIC-CXR

The MIMIC Chest X-ray (MIMIC-CXR) Database is a large publicly available dataset of chest radiographs with free-text radiology reports.

300,000+ images from over 60,000 patients

The large size of MIMIC-CXR allows for unprecedented studies in automated radiograph analysis.

Multimodal data

Expert radiologist interpretations allow for deeper understanding of each image.

Acknowledgements

If you use our data, code, or algorithms in your work, we would be grateful if you cite:

MIMIC-CXR


@article{johnson2019mimic, title={MIMIC-CXR: A large publicly available database of labeled chest radiographs}, author={Johnson, Alistair E W and Pollard, Tom J and Berkowitz, Seth and Greenbaum, Nathaniel R and Lungren, Matthew P and Deng, Chih-ying and Mark, Roger G and Horng, Steven}, journal={arXiv preprint arXiv:1901.07042}, year={2019} }

Getting Started

Accessing the data