radiology-skills

radiology-skills

A full-stack skill package for medical imaging research, covering the entire process from topic selection to grant application.

Agent SkillDataOpen source医学影像科研AI数据分析
Type
Agent Skill
Open source
Yes
GitHub Stars
★ 1.0k
Source
skill-github

Overview

radiology-skills is a comprehensive skill package for medical imaging research, developed by a team of first authors who have published original research in Radiology. This package aims to assist researchers in completing tasks such as identifying cutting-edge research topics, literature review, study design, annotation standards, statistical analysis, figure planning, mechanism exploration, multi-center validation, use of public databases, ethics and reproducibility, manuscript writing, pre-submission review, journal selection and submission, grant proposal writing, clinical translation, and revision responses. It is based on high-quality literature and summarizes publication patterns in medical imaging AI, radiomics, deep learning in imaging, imaging genomics, and clinical translation. The package provides 22 virtual specialty consultants, covering the complete research workflow from data feasibility assessment to grant proposal writing.

Capabilities

  • Frontier topic identification and innovation point mining
  • Study design and validation plan development
  • Literature search and dataset validation
  • Standard operating procedure design for lesion delineation
  • Data compliance and de-identification processing
  • Statistical analysis and figure planning

Use cases

Research project proposal and design in medical imagingImaging data annotation and ethics reviewConstruction and validation of imaging AI modelsManuscript writing and submission preparation

Setup

Requires: API KeyNode 环境
npm install radiology-skills

This information was compiled by AI from public sources and may contain inaccuracies — please refer to the source.

FAQ

Who is this skill package suitable for?

Clinical research teams with medical imaging data but uncertain about research direction, as well as researchers aiming to publish in high-impact journals.

How do I call these skills?

Through API calls; refer to the example code in the documentation for details.

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