ClotCatcher: a novel natural language model to accurately adjudicate venous thromboembolism from radiology reports.
Jeffrey WangJoao Souza de ValeSaransh GuptaPulakesh UpadhyayaFelipe A. LisboaSeth A. SchobelEric A. ElsterChristopher J. DenteTimothy G. BuchmanRishikesan KamaleswaranPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- language model
- language modeling
- n gram
- speech recognition
- probabilistic model
- information retrieval
- retrieval model
- document retrieval
- language modelling
- test collection
- query expansion
- statistical language models
- ad hoc information retrieval
- context sensitive
- smoothing methods
- vector space model
- mixture model
- document ranking
- query terms
- language models for information retrieval
- word clouds
- machine learning
- word error rate
- statistical models
- dependency structure
- pseudo relevance feedback
- document length
- language modeling framework