Using Natural Language Processing and Machine Learning to Identify Opioids in Electronic Health Record Data

PURPOSE: This study evaluates the utility of machine learning (ML) and natural language processing (NLP) in the processing and initial analysis of data within the electronic health record (EHR). We present and evaluate a method to classify medication names as either opioids or non-opioids using ML a...

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Detalles Bibliográficos
Autores principales: McDermott, Sean P, Wasan, Ajay D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290467/
https://www.ncbi.nlm.nih.gov/pubmed/37361429
http://dx.doi.org/10.2147/JPR.S389160

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290467/
https://www.ncbi.nlm.nih.gov/pubmed/37361429
http://dx.doi.org/10.2147/JPR.S389160

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