AbdomenAtlas/AbdomenAtlas3.0Mini

AbdomenAtlas 3.0是第一个公开的高质量腹部CT扫描和配对放射学报告的数据集。该数据库包括超过9000个CT扫描及其放射学报告，以及肝脏、肾脏和胰腺肿瘤的逐体素注释。此外，还介绍了RadGPT模型，这是一种基于分割的报告生成模型，能够比传统的人工报告更准确、详细、标准化且快速地生成腹部CT的报告。AbdomenAtlas 3.0 is the first public dataset with high-quality abdominal CT scans and paired radiology reports. The database includes over 9,000 CT scans with radiology reports and per-voxel annotations of liver, kidney, and pancreatic tumors. Moreover, RadGPT, a segmentation-based report generation model, is introduced, which can generate abdominal CT reports more accurately, detailed, standardized, and faster than traditional human-made reports.