Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction.
Yanjun GaoRuizhe LiJohn R. CaskeyDmitriy DligachTimothy A. MillerMatthew M. ChurpekMajid AfsharPublished in: CoRR (2023)
Keyphrases
- language model
- medical knowledge
- medical diagnosis
- language modeling
- medical decision making
- clinical data
- knowledge based systems
- document retrieval
- n gram
- speech recognition
- semi automatic
- prediction accuracy
- retrieval model
- information retrieval
- medical experts
- probabilistic model
- test collection
- clinical practice
- medical practice
- statistical language models
- query expansion
- smoothing methods
- language modelling
- clinical guidelines
- expert systems
- structured data
- relevance model
- vector space model
- machine learning
- context sensitive
- medical images
- language models for information retrieval
- pseudo relevance feedback
- prior knowledge
- knowledge base
- domain knowledge
- knowledge sources