YichiZhang98/SAM4MIS resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1122 stars · 80 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated research repository tracking papers, surveys, and datasets on applying the Segment Anything Model (SAM/SAM2/SAM3) and other foundation models to medical image segmentation. It includes literature reviews, benchmarking surveys, and links to CVPR workshops.

Use cases

• find papers on SAM for medical image segmentation
• survey foundation models for biomedical image analysis
• find datasets for medical segmentation model development
• research promptable segmentation in healthcare
• keep up with SAM2 and SAM3 medical applications

When to choose

• you need an up-to-date literature map of SAM-based medical segmentation research
• you are writing a survey or literature review on foundation models in medical imaging
• you want curated datasets and workshop resources for biomedical segmentation

When to avoid

• you need ready-to-run segmentation code or a production library
• you want a general-purpose image segmentation tool rather than research references
• you need clinical-grade, validated medical software

Facets

learning-resource · maturity active

image-processing computer-vision machine-learning healthcare computer-vision deep-learning tutorials python cross-platform segment-anything medical-imaging survey paper-collection sam segmentation gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="YichiZhang98/SAM4MIS")