-
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... -
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. -
COVID-19 Image Data Collection
The dataset of chest x-rays used in this paper come from COVID-19 image data collection from Joseph Paul Cohen and Paul Morrison and Lan Dao. This dataset contains x-rays of... -
RSNA Pneumonia Detection Challenge dataset
The RSNA Pneumonia Detection Challenge dataset comprises 30,000 frontal-view CXR images, with each image labeled as “Normal,” “No Opacity/Not Normal,” or “Opacity” by one to... -
ChestX-ray14
Chest X-rays are widely used to diagnose thoracic diseases, but the lack of detailed information about these abnormalities makes it challenging to develop accurate automated... -
COVID-19 Database
A custom dataset for COVID-19 detection, pneumonia, and normal images -
NIH ChestX-ray14
A chest X-ray dataset for COVID-19 detection, pneumonia, and normal images
