Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines.
David OnianiXizhi WuShyam VisweswaranSumit KapoorShravan KooragayaluKatelyn PolanskaYanshan WangPublished in: CoRR (2024)
Keyphrases
- language model
- clinical decision support
- clinical decision support systems
- clinical practice guidelines
- language modeling
- decision support
- clinical practice
- decision support system
- n gram
- probabilistic model
- information retrieval
- clinical trials
- content based retrieval
- query expansion
- test collection
- language models for information retrieval
- knowledge discovery
- heart disease
- smoothing methods
- decision making
- medical images
- pattern recognition
- medical imaging
- expert systems
- data analysis
- metadata
- search engine