radiology-research
Access and synthesize medical imaging research literature. Use when user mentions "recent research on", "literature review", "published studies", "evidence for", or needs to find relevant research.
ソース情報
- リポジトリ
- aizech/clinical-skills
- ソースの最終更新活動
- 2026年4月21日 22:11
- 検出された SKILL.md の言語
- 英語
- スター
- 5
- フォーク
- 1
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SKILL.md
ソースの指示 · 読み取り専用プレビュー- name
- radiology-research
- description
- Access and synthesize medical imaging research literature. Use when user mentions "recent research on", "literature review", "published studies", "evidence for", or needs to find relevant research.
# Radiology Research Skill
## Triggers
- "recent research on"
- "literature review"
- "published studies"
- "evidence for"
- "systematic review"
- "clinical trials"
- "accuracy metrics"
- "what does the evidence say"
## Parameters
- `research_type` (required): Type of research query
- `recent_papers` - Latest publications
- `evidence_summary` - Synthesized evidence
- `accuracy_metrics` - Performance benchmarks
- `guidelines_review` - Professional society guidelines
- `clinical_trials` - Ongoing trials
- `systematic_review` - Comprehensive literature review
- `topic` (required): Research topic or clinical question
- `time_range` (optional): Publication date filter (e.g., last 2 years)
- `modality` (optional): Specific imaging modality
## Research Quality Levels
| Level | Evidence Type |
|-------|--------------|
| 1 | Randomized controlled trials, meta-analyses |
| 2 | Cohort studies, case-control |
| 3 | Case series, expert opinion |
| 4 | Anecdotal reports |
## Key Research Areas
### AI/ML in Radiology
- Diagnostic accuracy studies
- Performance benchmarking
- External validation results
- Clinical implementation outcomes
### Imaging Techniques
- Protocol optimization
- New sequence development
- Contrast agent innovations
- Dose reduction techniques
### Clinical Applications
- Screening effectiveness
- Diagnostic accuracy by condition
- Treatment monitoring
- Prognostic imaging markers
## Literature Sources
- PubMed/MEDLINE (primary)
- RSNA Radiology (journal)
- Academic Radiology (journal)
- European Radiology (journal)
- arXiv (preprints)
- ClinicalTrials.gov (trials)
## Output Format
Returns structured JSON with:
- Citation list with relevance scores
- Key findings summary
- Accuracy metrics (sensitivity, specificity, AUC)
- Study quality indicators
- Clinical applicability notes
## Usage Examples
```
research_type: recent_papers
topic: deep learning chest X-ray pneumonia
time_range: last_2_years
research_type: evidence_summary
topic: MRI vs CT for appendicitis diagnosis
modality: CT, MRI
```
## Integration
Links to:
- pubmed-search for detailed literature access
- guideline-integration for society recommendations
- cross-reference-linking for related cases
GitHubで見る