Using machine learning to standardize medication records in a pan-Canadian electronic medical record database: a data-driven algorithm study focused on antibiotics prescribed in primary care

Author:

Garies Stephanie,Taylor Matt,Soos Boglarka,Lindeman Cliff,Drummond Neil,Pham Anh,Aponte-Hao Zhi,Williamson Tyler

Publisher

CMA Impact Inc.

Subject

General Medicine

Reference17 articles.

1. National Prescription Drug Utilization Information System metadata (Canadian Institute for Health Information, Ottawa) Available: https://www.cihi.ca/en/national-prescription-drug-utilization-information-system-metadata . accessed 2022 Apr. 4.

2. (2017) Overview of administrative health datasets (Analytics and Performance Reporting Branch, Alberta Health, Edmonton) Available: https://open.alberta.ca/dataset/657ed26d-eb2c-4432-b9cb-0ca2158f165d/resource/38f47433-b33d-4d1e-b959-df312e9d9855/download/research-health-datasets.pdf . accessed 2022 Apr. 4.

3. (2017) CMA Workforce Study, 2017: national results by FP/GP or other specialist, gender, age, and province/territory (Canadian Medical Association, Ottawa) Available: https://surveys.cma.ca/viewer?file=%2Fmedia%2FSurveyPDF%2FCMA_Survey_Workforce2017_Q22_ElectronicRecords-e.pdf#page=1 . accessed 2018 Oct 31.

4. Primary care electronic medical records: a new data source for research in Canada

5. Achieving quality primary care data: a description of the Canadian Primary Care Sentinel Surveillance Network data capture, extraction, and processing in Alberta;Garies;Int J Popul Data Sci,2019

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