Developing and evaluating an automated appendicitis risk stratification algorithm for pediatric patients in the emergency department

OBJECTIVE: To evaluate a proposed natural language processing (NLP) and machine-learning based automated method to risk stratify abdominal pain patients by analyzing the content of the electronic health record (EHR). METHODS: We analyzed the EHRs of a random sample of 2100 pediatric emergency depart...

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Detalhes bibliográficos
Main Authors: Deleger, Louise, Brodzinski, Holly, Zhai, Haijun, Li, Qi, Lingren, Todd, Kirkendall, Eric S, Alessandrini, Evaline, Solti, Imre
Formato: Artigo
Idioma:Inglês
Publicado em: BMJ Publishing Group 2013
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3861926/
https://ncbi.nlm.nih.gov/pubmed/24130231
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-001962
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