PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models.
Shashi Kant GuptaAditya BasuMauro NievasJerrin ThomasNathan WolfrathAdhitya RamamurthiBradley TaylorAnai N. KothariRegina SchwindTherica M. MillerSorena Nadaf-RahrovYanshan WangHrituraj SinghPublished in: CoRR (2024)
Keyphrases
- language model
- clinical trials
- patient records
- language modeling
- probabilistic model
- document retrieval
- n gram
- decision support system
- query expansion
- information retrieval
- free text
- retrieval model
- statistical language models
- clinical data
- natural language
- smoothing methods
- experimental design
- relevance model
- database
- language models for information retrieval
- clinical practice
- information extraction
- statistical analysis
- case based reasoning
- data sets