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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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Dades bibliogràfiques
Publicat a:BMC Med Inform Decis Mak
Autors principals: Sharma, Brihat, Dligach, Dmitriy, Swope, Kristin, Salisbury-Afshar, Elizabeth, Karnik, Niranjan S., Joyce, Cara, Afshar, Majid
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2020
Matèries:
Accés en línia: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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