SAM-Med2D

Medical-domain adaptation: Fine-tunes SAM on a large, diverse collection of 2D medical images spanning multiple anatomies and modalities (CT, MRI, X-ray, ultrasound).

Comprehensive medical segmentation: Handles organ, lesion, and anatomical-structure segmentation across common imaging modalities.

Prompt engineering for clinicians: Supports the same point/box/text-prompt interaction paradigm as SAM, making it approachable for clinicians already familiar with SAM.

Strong medical baseline: Achieves strong performance on medical segmentation benchmarks, showing the SAM-adaptation pattern works well for regulated domains.