CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
收藏DataCite Commons2025-01-22 更新2024-07-13 收录
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https://physionet.org/content/chexmask-cxr-segmentation-data/0.4/
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资源简介：
The CheXmask Database presents a comprehensive, uniformly annotated collection
of chest radiographs, constructed from five public databases: ChestX-ray8,
Chexpert, MIMIC-CXR-JPG, Padchest and VinDr-CXR. The database aggregates
657,566 anatomical segmentation masks derived from images which have been
processed using the HybridGNet model to ensure consistent, high-quality
segmentation. To confirm the quality of the segmentations, we include in this
database individual Reverse Classification Accuracy (RCA) scores for each of
the segmentation masks. This dataset is intended to catalyze further
innovation and refinement in the field of semantic chest X-ray analysis,
offering a significant resource for researchers in the medical imaging domain.
提供机构：
PhysioNet
创建时间：
2024-03-01
