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Using multiclass classification to automate the identification of patient safety incident reports by type and severity

BACKGROUND: Approximately 10% of admissions to acute-care hospitals are associated with an adverse event. Analysis of incident reports helps to understand how and why incidents occur and can inform policy and practice for safer care. Unfortunately our capacity to monitor and respond to incident repo...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Wang, Ying, Coiera, Enrico, Runciman, William, Magrabi, Farah
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5468980/
https://ncbi.nlm.nih.gov/pubmed/28606174
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-017-0483-8
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