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Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients

BACKGROUND: Automated de-identification methods for removing protected health information (PHI) from the source notes of the electronic health record (EHR) rely on building systems to recognize mentions of PHI in text, but they remain inadequate at ensuring perfect PHI removal. As an alternative to...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Sharma, Brihat, Dligach, Dmitriy, Swope, Kristin, Salisbury-Afshar, Elizabeth, Karnik, Niranjan S., Joyce, Cara, Afshar, Majid
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7191715/
https://ncbi.nlm.nih.gov/pubmed/32349766
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-1099-y
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