Featured Publications
Design and Development of Halyos: A Patient-Facing Visual EHR Interface for Longitudinal Risk Awareness
Mataraso S, Socrates V, Lekschas F, Gehlenborg N. Design and Development of Halyos: A Patient-Facing Visual EHR Interface for Longitudinal Risk Awareness. ACI Open 2022, 06: e123-e128. DOI: 10.1055/s-0042-1749191.Peer-Reviewed Original ResearchSubstitutable Medical ApplicationsInteroperable interfaceWeb applicationInteractive visualizationEHR interfaceResource platformEHR systemsHealth dataPatient portalsClinical measurementsVisualizationMedical applicationsFuture valuesApplicationsInterfaceEHRPlatformPortalRisk scorePatientsTechnologyInformationLongitudinal informationProvidersAbstract Objective
2017
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