{"url":"/dataset/mura","name":"MURA","full_name":null,"description_markdown":"A large dataset of musculoskeletal radiographs containing 40,561 images from 14,863 studies, where each study is manually labeled by radiologists as either normal or abnormal. \r\n\r\nSource: [MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs](/paper/mura-large-dataset-for-abnormality-detection)","description_withheld":null,"homepage":"https://stanfordmlgroup.github.io/competitions/mura/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/mura-large-dataset-for-abnormality-detection","title":"MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs","first_author":"Pranav Rajpurkar","url":null},"license":{"name":"Custom (non-commercial)","url":"https://stanfordmlgroup.github.io/competitions/mura/"},"modalities":[{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"},{"name":"Decision Making","url":"/task/decision-making","datasets_with_task":"/datasets/task/decision-making"}],"languages":[],"variants":["MURA"],"data_loaders":[{"repo":"https://github.com/activeloopai/Hub","url":"https://docs.activeloop.ai/datasets/mura-dataset","frameworks":["tf","pytorch"]}],"num_papers_in_archive":43,"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."}