Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers

OBJECTIVES: To evaluate factors affecting performance of influenza detection, including accuracy of natural language processing (NLP), discriminative ability of Bayesian network (BN) classifiers, and feature selection. METHODS: We derived a testing dataset of 124 influenza patients and 87 non-influe...

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Bibliografiske detaljer
Main Authors: Ye, Ye, Tsui, Fuchiang (Rich), Wagner, Michael, Espino, Jeremy U, Li, Qi
Format: Artigo
Sprog:Inglês
Udgivet: BMJ Publishing Group 2014
Fag:
Focus on Biomedical Natural Language Processing and Data Modeling
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4147621/
https://ncbi.nlm.nih.gov/pubmed/24406261
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-001934
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