MURA

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.

Source: MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs