Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation.
Jimyung ParkYilu FangCasey N. TaGongbo ZhangBetina IdnayFangyi ChenDavid FengRebecca ShyuEmily R. GordonMatthew E. SpotnitzChunhua WengPublished in: J. Biomed. Informatics (2024)
Keyphrases
- query generation
- language model
- clinical trials
- query expansion
- language modeling
- n gram
- probabilistic model
- retrieval model
- query terms
- document retrieval
- information retrieval
- test collection
- language modeling framework
- decision support system
- query formulation
- statistical measures
- smoothing methods
- statistical language modeling
- query specific
- user queries
- relevance model
- co occurrence
- information extraction