Large Language Models to Identify Social Determinants of Health in Electronic Health Records.
Marco GuevaraShan ChenSpencer ThomasTafadzwa L. ChaunzwaIdalid FrancoBenjamin H. KannShalini MoningiJack M. QianMadeleine GoldsteinSusan HarperHugo J. W. L. AertsGuergana K. SavovaRaymond H. MakDanielle S. BittermanPublished in: CoRR (2023)
Keyphrases
- language model
- electronic health records
- language modeling
- clinical data
- health data
- health care
- n gram
- probabilistic model
- document retrieval
- information retrieval
- health records
- medical data
- health information technology
- query expansion
- statistical language models
- language modelling
- health information
- test collection
- clinical trials
- retrieval model
- knowledge discovery
- social media
- medical records
- information systems
- smoothing methods
- social networks
- statistical language modeling
- document ranking
- training data
- active learning
- relevance model
- raw data