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Chest X-ray datasets
Chest X-ray datasets used to train machine learning models, potentially suffering from population, prevalence, and annotation shift biases. -
ChestX-ray8
A hospital-scale chest X-ray database, namely “ChestX-ray8”, which comprises 108,948 frontal-view X-ray images of 32,717 unique patients with the text-mined eight common disease... -
ChestXray14
Chest radiography is one of the most ubiquitous diagnostic modalities for cardiothoracic and pulmonary abnormalities in the clinical setting. A timely diagnostic based on the... -
PadChest: A large chest x-ray image dataset with multi-label annotated reports
This dataset is created for medical AI development, focusing on chest x-ray prioritization software for global use. -
MIMIC-CXR-JPG
MIMIC-CXR-JPG dataset comprises 227,835 imaging studies conducted on 64,588 patients who sought treatment at the BIDMC Emergency Department from 2011 to 2016.