Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install freedomintelligence-openclaw-medical-skills-skills-medical-imaging-reviewgit clone https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.gitcp OpenClaw-Medical-Skills/SKILL.MD ~/.claude/skills/freedomintelligence-openclaw-medical-skills-skills-medical-imaging-review/SKILL.md--- name: medical-imaging-review description: > Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging. metadata: author: user version: "2.0.0" allowed-tools: - Read - Write - Edit - Glob - Grep - Bash - WebSearch - WebFetch - Task - mcp__arxiv-mcp-server__search_papers - mcp__arxiv-mcp-server__download_paper - mcp__arxiv-mcp-server__read_paper - mcp__pubmed-mcp-server__pubmed_search_articles - mcp__zotero__zotero_search_items - mcp__zotero__zotero_get_item_fulltext --- # Medical Imaging AI Literature Review Skill Write comprehensive literature reviews following a systematic 7-phase workflow. ## Quick Start 1. **Initialize project** with three core files: - `CLAUDE.md` - Writing guidelines and terminology - `IMPLEMENTATION_PLAN.md` - Staged execution plan - `manuscript_draft.md` - Main manuscript 2. **Follow the 7-phase workflow** (see [references/WORKFLOW.md](references/WORKFLOW.md)) 3. **Use domain-specific templates** (see [references/DOMAINS.md](references/DOMAINS.md)) --- ## Core Principles ### Writing Style - **Hedging language**: "may", "suggests", "appears to", "has shown promising results" - **Avoid absolutes**: Never say "X is the best method" - **Citation support**: Every claim needs reference - **Limitations**: Each method section needs a Limitations paragraph ### Required Elements - **Key Points box** (3-5 bullets) after title - **Comparison table** for each major section - **Performance metrics**: Dice (0.XXX), HD95 (X.XX mm) - **Figure placeholders** with detailed captions - **References**: 80-120 typical, organized by topic ### Paragraph Structure ``` Topic sentence (main claim) → Supporting evidence (citations + data) → Analysis (critical evaluation) → Transition to next paragraph ``` --- ## Literature Sources Use multi-source strategy for comprehensive coverage: | Source | Best For | Tools | |--------|----------|-------| | ArXiv | Latest DL methods, preprints | `search_papers`, `read_paper` | | PubMed | Clinical validation, peer-reviewed | `pubmed_search_articles` | | Zotero | Existing library, organized refs | `zotero_search_items` | For MCP configuration details, see [references/MCP_SETUP.md](references/MCP_SETUP.md). --- ## Standard Review Structure ```markdown # [Title]: State of the Art and Future Directions ## Key Points - [3-5 bullets summarizing main findings] ## Abstract ## 1. Introduction ### 1.1 Clinical Background ### 1.2 Technical Challenges ### 1.3 Scope and Contributions ## 2. Datasets and Evaluation Metrics ### 2.1 Public Datasets (Table 1) ### 2.2 Evaluation Metrics ## 3. Deep Learning Methods ### 3.1 [Category 1] ### 3.2 [Category 2] (Table 2: Method Comparison) ## 4. Downstream Applications ## 5. Commercial Products & Clinical Translation (Table 3) ## 6. Discussion ### 6.1 Current Limitations ### 6.2 Future Directions ## 7. Conclusion ## References ``` --- ## Method Description Template ```markdown ### 3.X [Method Category] [1-2 paragraph introduction with motivation] **[Method Name]:** [Author] et al. [ref] proposed [method], which [innovation]: - [Key component 1] - [Key component 2] Achieves Dice of X.XX on [dataset]. **Limitations:** Despite advantages, [category] methods face: (1) [limit 1]; (2) [limit 2]. ``` --- ## Citation Patterns ```markdown # Data citation "...achieved Dice of 0.89 [23]" # Method citation "Gu et al. [45] proposed..." # Multi-citation "Several studies demonstrated... [12, 15, 23]" # Comparative "While [12] focused on..., [15] addressed..." ``` --- ## Reference Files | File | Purpose | |------|---------| | [references/WORKFLOW.md](references/WORKFLOW.md) | Detailed 7-phase workflow | | [references/TEMPLATES.md](references/TEMPLATES.md) | CLAUDE.md and IMPLEMENTATION_PLAN.md templates | | [references/DOMAINS.md](references/DOMAINS.md) | Domain-specific method categories | | [references/MCP_SETUP.md](references/MCP_SETUP.md) | MCP server configuration | | [references/QUALITY_CHECKLIST.md](references/QUALITY_CHECKLIST.md) | Pre-submission quality checklist |