cxr

An exploration of the state of the art in the application of data science to chest x-rays

Datasets

https://www.nih.gov/news-events/news-releases/nih-clinical-center-provides-one-largest-publicly-available-chest-x-ray-datasets-scientific-community

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
https://arxiv.org/abs/1901.07031
https://stanfordmlgroup.github.io/competitions/chexpert/
https://github.com/stanfordmlgroup/CheXbert

https://www.kaggle.com/c/ranzcr-clip-catheter-line-classification/overview

https://www.kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection

Reference

Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
https://arxiv.org/abs/1909.01940

ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
https://arxiv.org/abs/1705.02315

VinDr-CXR: An open dataset of chest X-rays with radiologist's annotations
https://arxiv.org/abs/2012.15029