medical-imaging-review

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)

3. Use domain-specific templates (see references/DOMAINS.md)

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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

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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.

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Standard Review Structure

# [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