AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models.
Surabhi DattaKyeryoung LeeHunki PaekFrank J. ManionNneka OfoegbuJingcheng DuYing LiLiang-Chin HuangJingqi WangBin LinHua XuXiaoyan WangPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- language model
- clinical trials
- language modeling
- probabilistic model
- n gram
- document retrieval
- speech recognition
- retrieval model
- query expansion
- decision support system
- language modelling
- statistical language models
- information retrieval
- context sensitive
- vector space model
- language model for information retrieval
- query terms
- smoothing methods
- pseudo relevance feedback
- test collection
- document ranking
- information extraction
- ad hoc information retrieval
- patient care
- databases
- okapi bm
- machine learning