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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 1 of 1 Research Studies DisplayedZhou S, Kang H, Yao B
An automated pipeline for analyzing medication event reports in clinical settings.
The article describes and evaluates an automated pipeline that is expected to improve the efficiency of analyzing medication event reports. The pipeline assists clinicians in extracting information from reports and generating feedback using classic machine-learning classifiers to compare three attributes taken from the reports: event originating stages, event types, and event causes. The pipeline identifies these attributes and calculates similarity scores based on them. A strategy to measure similarity was created and evaluated by human subjects using a questionnaire.
AHRQ-funded; HS022895.
Citation: Zhou S, Kang H, Yao B .
An automated pipeline for analyzing medication event reports in clinical settings.
BMC Med Inform Decis Mak 2018 Dec 7;18(Suppl 5):113. doi: 10.1186/s12911-018-0687-6..
Keywords: Adverse Drug Events (ADE), Quality of Care, Medication, Patient Safety