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This paper is in the following e-collection/theme issue:

Artificial Intelligence (4698) Natural Language Processing (1265) Adverse Drug Events Detection, Pharmacovigilance and Surveillance (269) Electronic Health Records (1711) Machine Learning (3127) Generative Language Models Including ChatGPT (1491) AI Language Models in Health Care (733)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86467, first published .
Pharmacist discusses medication with a patient in a pharmacy aisle.

Using Natural Language Processing to Identify Adverse Drug Events Characterized by Medication Replacement in Primary Care Electronic Medical Records: Algorithm and Validation Study

Using Natural Language Processing to Identify Adverse Drug Events Characterized by Medication Replacement in Primary Care Electronic Medical Records: Algorithm and Validation Study

Authors of this article:

Alan Katz1, 2 Author Orcid Image ;   Abhishek Dhankar1 Author Orcid Image ;   Gillian Fransoo1 Author Orcid Image ;   Diane Gordon Pappas1 Author Orcid Image ;   Amani F Hamad3 Author Orcid Image ;   Christine Leong4 Author Orcid Image ;   Alexander Singer2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Alan Katz   1, 2 , MBChB, MSc, CCFP ;   Abhishek Dhankar   1 , MSc ;   Gillian Fransoo   1 , BSc ;   Diane Gordon Pappas   1 , MSc ;   Amani F Hamad   3 , MSc, PhD ;   Christine Leong   4 , BSc, PharmD ;   Alexander Singer   2 , MB BCh BAO, CCFP, FCFP

1 Manitoba Centre for Health Policy, College of Community and Global Health, University of Manitoba, Winnipeg, MB, Canada

2 Department of Family Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada

3 College of Community and Global Health, University of Manitoba, Winnipeg, MB, Canada

4 Rady Faculty of Health Sciences, College of Pharmacy, University of Manitoba, Winnipeg, MB, Canada

Corresponding Author:

  • Alan Katz, MBChB, MSc, CCFP
  • Manitoba Centre for Health Policy
  • College of Community and Global Health, University of Manitoba
  • Room 408-727 McDermot Ave
  • Winnipeg, MB R3E 3P5
  • Canada
  • Phone: 1 204 955 2612
  • Email: Alan.Katz@umanitoba.ca