数据资源frontal chest radiographs with image-level labelschest X-ray classification datasetNIH public ChestX-ray14 release开放访问

NIH ChestX-ray14 数据集

NIH ChestX-ray14 is a public chest radiograph dataset with image-level labels for thoracic disease findings mined from reports. It is commonly used for chest X-ray classification, weak supervision, thoracic disease detection, and radiology benchmark comparisons.

医学影像计算数据集 CXR thoracic disease weak labels NIH

数据资源详情

数据模态: frontal chest radiographs with image-level labels
资源类别: chest X-ray classification dataset
数据规模: NIH public ChestX-ray14 release
许可协议: NIH dataset terms; see official distribution page
访问方式: 开放访问
适用任务: thoracic disease classification、weakly supervised detection、radiology benchmarking
来源: NIH Clinical Center ChestX-ray14 distribution