rsna-pneumonia-2018

RSNA Pneumonia Detection Challenge 2018

Catalogue record for the RSNA Pneumonia Detection Challenge (2018): about 30,000 de-identified frontal chest radiographs with radiologist-drawn boxes around lung opacities suggestive of pneumonia. The images are not hosted by OCI; obtain them from Kaggle under the challenge rules (non-commercial research).

publicNon-commercial onlyv1.0.0Croissant 1.1

Listed and crawlable

About this dataset

Summary is a curated overview; Full manifest lists every field the host has published; Raw is the underlying record. Download the standalone manifest: croissant.json.

Conforms to: http://mlcommons.org/croissant/1.1
License: https://www.kaggle.com/competitions/rsna-pneumonia-detection-challenge/rules
Homepage: https://www.rsna.org/rsnai/ai-image-challenge/rsna-pneumonia-detection-challenge-2018
Keywords: chest x-raypneumonialung opacityobject detectionbounding boxradiologychallenge
Modality: Chest X-ray
Body region: Chest
Conditions: Pneumonia
Anonymization: DEIDENTIFIED
Commercial use: Non-commercial only
Permitted use (DUO): NCUNon-commercial use only. Use is limited to non-commercial purposes.
Cite as: @article{shih2019rsna, title={Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia}, author={Shih, George and Wu, Carol C. and Halabi, Safwan S. and Kohli, Marc D. and Prevedello, Luciano M. and Cook, Tessa S. and Sharma, Arjun and Amorosa, Judith K. and Arteaga, Veronica and Galperin-Aizenberg, Maya and Gill, Ritu R. and Godoy, Myrna C. B. and Hobbs, Stephen and Jeudy, Jean and Laroia, Archana and Shah, Palmi N. and Vummidi, Dharshan and Yaddanapudi, Kavitha and Stein, Anouk}, journal={Radiology: Artificial Intelligence}, volume={1}, number={1}, pages={e180041}, year={2019}, doi={10.1148/ryai.2019180041}}

Provenance

Where the data came from and what was done to it (bio-prov v0.2)

Source: Radiological Society of North America (RSNA)
Society of Thoracic Radiology (STR)
U.S. National Institutes of Health Clinical Center (source radiographs)
Derived from: https://doi.org/10.1109/CVPR.2017.369

Manifest mirrored from upstream host. Back to catalog.