huang-sir1/radiology-skills

Health v2 · maintenance only

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Adoption not part of the score

1962 stars · 19 forks observed · 2026-10-16

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

An open-source collection of 27 Claude/Codex 'skills' (modular rule files) for medical imaging research, covering radiomics, deep learning, imaging genomics, multi-omics fusion, federated learning, statistics, and manuscript/grant writing. It encodes reviewer-level methodological standards from high-impact journals like Radiology and Nature series to help researchers design, validate, and publish imaging AI studies.

Use cases

• design a radiomics study from CT/MRI data and check feasibility
• audit a deep learning pipeline for data leakage before submission
• check a manuscript against CLAIM, TRIPOD+AI, and CLEAR reporting guidelines
• plan multi-omics fusion or federated learning study design
• translate Chinese drafts and reviewer responses into English submission text
• prepare grant proposals for imaging AI projects
• simulate a strict peer review before submitting to Radiology or Nature Medicine

When to choose

• you are a clinical research team working on radiomics or medical imaging AI
• you target high-impact journals like Radiology, Lancet Digital Health, or Nature Medicine
• you need reviewer-perspective checks on study design, statistics, and reporting compliance
• you want structured workflows for grant writing and journal submission in medical imaging

When to avoid

• you need actual image processing or model training code rather than research guidance
• you work outside medical imaging or radiology research
• you want a general-purpose paper writing assistant without domain-specific rules
• you need a tool that runs independently of Claude or Codex agents

Facets

plugin · maturity active

agent-framework prompt-engineering documentation developer-tools machine-learning nlp artificial-intelligence machine-learning healthcare education tutorials developer-tools python cli cross-platform claude-skills codex-skills radiology radiomics medical-imaging-ai research-workflows manuscript-writing peer-review-simulation grant-writing medical-ai

Member repositories

For agents

markdown · JSON · MCP: product_card(name="huang-sir1/radiology-skills")