{"url":"/dataset/chestx-ray8","name":"ChestX-ray8","full_name":"ChestX-ray8","description_markdown":"**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.\r\n\r\nSource: [https://nihcc.app.box.com/v/ChestXray-NIHCC/file/220660789610](https://nihcc.app.box.com/v/ChestXray-NIHCC/file/220660789610)\r\nImage Source: [https://nihcc.app.box.com/v/ChestXray-NIHCC](https://nihcc.app.box.com/v/ChestXray-NIHCC)","description_withheld":null,"homepage":"https://nihcc.app.box.com/v/ChestXray-NIHCC","introduced_date":"2017-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/chestx-ray8-hospital-scale-chest-x-ray","title":"ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases","first_author":"Xiaosong Wang","url":null},"license":{"name":"Custom (attribution)","url":"https://nihcc.app.box.com/v/ChestXray-NIHCC/file/249502714403"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Computed Tomography (CT)","url":"/task/computed-tomography-ct","datasets_with_task":"/datasets/task/computed-tomography-ct"}],"languages":[],"variants":["ChestX-ray8"],"data_loaders":[{"repo":"https://github.com/Abhishek242001/ChestX-ray-Analysis","url":"https://github.com/Abhishek242001/ChestX-ray-Analysis","frameworks":["tf","pytorch"]}],"num_papers_in_archive":81,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}