medical-imaging-review

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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.

Code & Development 723 stars 62 forks Updated 1 weeks ago MIT

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Quality Score: 92/100

Stars 20%
95
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# 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` | | ...

Details

Author
LeonChaoX
Repository
LeonChaoX/qinyan-academic-skills
Created
5 months ago
Last Updated
1 weeks ago
Language
Python
License
MIT

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