A validated library of 15 medical AI prompts across 5 clinical tasks, designed and critically evaluated by a Biomedical Engineering student (Year 1, UTM). Tested against academic sources including Nature Medicine (2024), BMC Health Services Research, and Springer Genetics.
- Google AI Essentials — Issued by Google (2026)
- Google Prompting Essentials — Issued by Google (2026)
| Task | Prompts | Source | Best Verdict |
|---|---|---|---|
| Paper Analysis | V1–V3 | Bioinformatics, JCP 2008 | ★ Use |
| Exam Generation | V1–V3 | OpenStax Biology 2e | ★ Gold Standard |
| Dataset Extraction | V1–V3 | BMC Health Serv Res 2018 | ★ Approved |
| Gene Mutation Explanation | V1–V3 | Genome Med / ExAC 2017 | Use (V3: Needs Revision) |
| Methodology Comparison | V1–V3 | Nature Medicine 2024 | ★ Pinnacle |
Each prompt is evaluated on:
- H: Medical Accuracy (1–5)
- I: Criteria Coverage (1–5)
- J: Key Strength (one sentence)
- K: Main Failure or Gap
- L: Final Verdict — Use / Use with Revision
Medical_AI_Prompt_Library.xlsx: 3 prompts for paper summarization (Paper Analysis) — 3 prompts for CLO-based exam design (Exam Generation) — 3 prompts for methodology extraction (Dataset Extraction) — 3 prompts for clinical genetic communication (Gene Mutations) — 3 prompts for dual-paper comparison (Methodology Comparison)
This library is for academic and educational purposes only. All outputs were evaluated against published academic literature.
Made with 🔬 by a Biomedical Engineering student @ UTM · May 2026