Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records

Journal article

Open access

Peer reviewed

David Goodman-Meza, Amber Tang, Babak Aryanfar, Sergio Vazquez, Adam J Gordon, Michihiko Goto, Matthew Bidwell Goetz, Steven Shoptaw and Alex A T Bui

Open forum infectious diseases, Vol.9(9), pp.ofac471-ofac471

09/12/2022

DOI: 10.1093/ofid/ofac471

PMCID: PMC9511274

PMID: 36168546

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url

https://doi.org/10.1093/ofid/ofac471View

Published (Version of record) Open Access

Machine learning identified people who inject drugs better than ICD codes in electronic health records.

AcademicSubjects

EHR

machine learning

Major

MED00290

NLP

PWID

Title: Subtitle: Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records
Creators: David Goodman-Meza - University of California, Los Angeles
Amber Tang - University of California, Los Angeles
Babak Aryanfar - VA Greater Los Angeles Healthcare System
Sergio Vazquez - Dartmouth College
Adam J Gordon - Veterans Health Administration
Michihiko Goto - University of Iowa
Matthew Bidwell Goetz - VA Greater Los Angeles Healthcare System
Steven Shoptaw - University of California, Los Angeles
Alex A T Bui - University of California, Los Angeles
Resource Type: Journal article
Publication Details: Open forum infectious diseases, Vol.9(9), pp.ofac471-ofac471
DOI: 10.1093/ofid/ofac471
PMID: 36168546
PMCID: PMC9511274
NLM abbreviation: Open Forum Infect Dis
ISSN: 2328-8957
eISSN: 2328-8957
Publisher: Oxford University Press
Grant note: ;
Language: English
Date published: 09/12/2022
Academic Unit: Infectious Diseases; Internal Medicine
Record Identifier: 9984362341402771

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