2015
Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics.
Ng K, Kakkanatt C, Benigno M, Thompson C, Jackson M, Cahan A, Zhu X, Zhang P, Huang P. Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics. 2015, 216: 1056. PMID: 26262355.Peer-Reviewed Original ResearchMeSH KeywordsData AccuracyElectronic Health RecordsHealth Services ResearchInformation Storage and RetrievalMedical Record LinkageModels, OrganizationalSystems IntegrationUnited StatesConceptsHealthcare analyticsAnalytics applicationsIntegration infrastructureElectronic health recordsData visualizationRobust data collectionIntegrating DataData typesMicrobiomic dataDisparate dataHealth recordsSelf-tracking dataWearable devicesAnalyticsPredictive modelingMultiple sourcesGenomic dataData collection
2014
Dynamic and accretive composition of patient engagement instruments for personalized plan generation.
Hsueh P, Zhu X, Deng V, Ramarishnan S, Ball M. Dynamic and accretive composition of patient engagement instruments for personalized plan generation. 2014, 201: 447-51. PMID: 24943580.Peer-Reviewed Original ResearchMeSH KeywordsCase ManagementElectronic Health RecordsHumansInformation Storage and RetrievalPatient ParticipationPrecision MedicinePsychometricsSelf CareSurveys and Questionnaires
2008
Extracting structured medication event information from discharge summaries.
Gold S, Elhadad N, Zhu X, Cimino J, Hripcsak G. Extracting structured medication event information from discharge summaries. AMIA Annual Symposium Proceedings 2008, 2008: 237-41. PMID: 18999147, PMCID: PMC2655993.Peer-Reviewed Original ResearchMeSH KeywordsArtificial IntelligenceInformation Storage and RetrievalMedical Record LinkageMedical Records Systems, ComputerizedNatural Language ProcessingNew YorkPatient DischargePattern Recognition, Automated