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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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Pubblicato in:BMC Med Inform Decis Mak
Autori principali: Wang, Ying, Coiera, Enrico, Runciman, William, Magrabi, Farah
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2017
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Accesso online: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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