AbdomenAtlas 3.0: 9,262 Abdominal CT Volumes and Medical Reports

AbdomenAtlas 3.0 provides 9,262 abdominal CT volumes paired with standardized medical reports, published by MrGiovanni for ICCV 2025. The collection integrates volumetric medical imaging with detailed text descriptions to support vision-language model development and lesion segmentation.

Use Cases

• Training vision-language models to interpret abdominal CT volumes
• Developing automated lesion segmentation algorithms using provided masks
• Benchmarking standardized medical report generation from volumetric data

Strengths

• 9,262 CT volumes
• Standardized 'superhuman' medical reports
• ICCV 2025 conference publication
• Supports lesion-segmentation tasks

Limitations

• Restricted to abdominal anatomy
• Potential bias or artifacts from 'superhuman' report generation methods

Provenance

Source

MrGiovanni, ICCV 2025

Freshness

Last updated December 2025