Using natural language processing of clinical text to enhance identification of opioid‐related overdoses in electronic health records data

PURPOSE: To enhance automated methods for accurately identifying opioid‐related overdoses and classifying types of overdose using electronic health record (EHR) databases. METHODS: We developed a natural language processing (NLP) software application to code clinical text documentation of overdose,...

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Bibliografiske detaljer
Udgivet i:Pharmacoepidemiol Drug Saf
Main Authors: Hazlehurst, Brian, Green, Carla A., Perrin, Nancy A., Brandes, John, Carrell, David S., Baer, Andrew, DeVeaugh‐Geiss, Angela, Coplan, Paul M.
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2019
Fag:
Original Reports
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6772185/
https://ncbi.nlm.nih.gov/pubmed/31218780
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/pds.4810
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