Datasets › ChestX-ray8

ChestX-ray8

Introduced by Xiaosong Wang et al. in ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases1 Jan 2017 archive 2025-07-28

ChestX-ray8 is a medical imaging dataset which comprises 108,948 frontal-view X-ray images of 32,717 (collected from the year of 1992 to 2015) unique patients with the text-mined eight common disease labels, mined from the text radiological reports via NLP techniques.

Source: https://nihcc.app.box.com/v/ChestXray-NIHCC/file/220660789610 Image Source: https://nihcc.app.box.com/v/ChestXray-NIHCC

Homepage JSON

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 81 papers for it but never published that list.

Dataset loaders archive 2025-07-28

Abhishek242001/ChestX-ray-Analysistfpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Image Classification Computed Tomography (CT)

License archive 2025-07-28

Custom (attribution)

Modalities archive 2025-07-28

Images Medical

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

ChestX-ray8

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections