A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs).
Lingyao LiJiayan ZhouZhenxiang GaoWenyue HuaLizhou FanHuizi YuLoni HagenYongfeng ZhangThemistocles L. AssimesLibby HemphillSiyuan MaPublished in: CoRR (2024)
Keyphrases
- electronic health records
- language model
- language modeling
- clinical data
- n gram
- health care
- clinical trials
- document retrieval
- medical records
- medical data
- health data
- information retrieval
- probabilistic model
- statistical language models
- retrieval model
- test collection
- language modelling
- query expansion
- language models for information retrieval
- health records
- document ranking
- smoothing methods
- database
- healthcare providers
- spoken term detection
- relevance model
- information overload
- personal information
- expert systems
- bayesian networks
- knowledge base
- web pages
- information systems