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Investigating Resuscitation Code Assignment in the Intensive Care Unit using Structured and Unstructured Data

This study investigates the feasibility of using structured data (age, gender, and medical condition), and unstructured medical notes on classification accuracy for resuscitation code status. Data was extracted from the MIMICII database. Natural language processing (NLP) was used to evaluate the soc...

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Detalhes bibliográficos
Main Authors: Lojun, Sharon L., Sauper, Christina J., Medow, Mitchell, Long, William J., Mark, Roger G., Barzilay, Regina
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3041433/
https://ncbi.nlm.nih.gov/pubmed/21347022
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