Automated identification of pneumonia in chest radiograph reports in critically ill patients

BACKGROUND: Prior studies demonstrate the suitability of natural language processing (NLP) for identifying pneumonia in chest radiograph (CXR) reports, however, few evaluate this approach in intensive care unit (ICU) patients. METHODS: From a total of 194,615 ICU reports, we empirically developed a...

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Autori principali: Liu, Vincent, Clark, Mark P, Mendoza, Mark, Saket, Ramin, Gardner, Marla N, Turk, Benjamin J, Escobar, Gabriel J
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2013
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Research Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3765332/
https://ncbi.nlm.nih.gov/pubmed/23947340
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1472-6947-13-90
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