Overview
Metachest is publicly available dataset patology classification on chest radiographs generated from ChestX-ray14, CheXpert, MIMIC-CXR-JPG and PadChest datasets.
A detailed explanation of the collection procedure and statistics can be found in the paper MetaChest: Generalized few-shot learning of patologies from chest X-rays.
Data
The code to generate the dataset is available at its repository.
License
Creative Commons Attribution Non Commercial Share Alike 4.0 International CC BY-NC-SA.
Citing
If you find this work useful in your research, please consider citing.
@misc{montalvolezama2025metachestgeneralizedfewshotlearning,
title={MetaChest: Generalized few-shot learning of patologies from chest X-rays},
author={Berenice Montalvo-Lezama and Gibran Fuentes-Pineda},
year={2025},
eprint={2509.25590},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2509.25590},
}
People
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