Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.
Jiankun WangSumyeong AhnTaykhoom DalalXiaodan ZhangWeishen PanQiannan ZhangBin ChenHiroko H. DodgeFei WangJiayu ZhouPublished in: CoRR (2024)
Keyphrases
- language model
- electronic health records
- language modeling
- probabilistic model
- n gram
- document retrieval
- prediction accuracy
- retrieval model
- test collection
- information retrieval
- health data
- language modelling
- query expansion
- clinical data
- language models for information retrieval
- health care
- speech recognition
- smoothing methods
- statistical language models
- health records
- medical records
- document ranking
- clinical trials
- health information
- decision making
- relevance model
- domain knowledge