Comparing automated vs. manual data collection for COVID-specific medications from electronic health records

Andrew L Yin,Winston L Guo,Evan T Sholle,Mangala Rajan,Mark N Alshak,Justin J Choi,Parag Goyal,Assem Jabri,Han A Li,Laura C Pinheiro,Graham T Wehmeyer,Mark Weiner,Monika M Safford,Thomas R Campion,Curtis L Cole

International Journal of Medical Informatics（2022）

引用 11|浏览39

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摘要

•Many inpatient medications can be collected reliably through automated extraction.•Data quality issues in outpatient medications impede automated extraction.•Performance differences are driven by data abstraction architecture and data sources.•Automated extraction has the potential to save valuable resources in clinical crises.

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关键词

Electronic health record,Chart review,COVID-19,Research data repositories,Data quality

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