Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance
Wunnava S, Qin X, Kakar T, Socrates V, Wallace A, Rundensteiner E. Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance. 2017, 777-782. DOI: 10.1145/3019612.3022875.Peer-Reviewed Original ResearchInformation extraction techniquesFree-form narrativesRule-based approachData storage systemsStructured dataAutomatic extractionExtraction frameworkInformation categoriesMedical informationStructural schemaSurveillance systemExtraction techniquesMachineExtraction methodOnline reportingStorage systemInformationFDA Adverse Event Reporting SystemSchemaSystemDiverse extraction methodsEvents incidentImproved pharmacovigilanceFrameworkReporting system