Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing

BACKGROUND: We examined the comparative performance of structured, diagnostic codes vs. natural language processing (NLP) of unstructured text for screening suicidal behavior among pregnant women in electronic medical records (EMRs). METHODS: Women aged 10–64 years with at least one diagnostic code...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Zhong, Qiu-Yue, Karlson, Elizabeth W., Gelaye, Bizu, Finan, Sean, Avillach, Paul, Smoller, Jordan W., Cai, Tianxi, Williams, Michelle A.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5975502/
https://ncbi.nlm.nih.gov/pubmed/29843698
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-018-0617-7
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