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
2013
Clinicians′ evaluation of computer-assisted medication summarization of electronic medical records
Zhu X, Cimino J. Clinicians′ evaluation of computer-assisted medication summarization of electronic medical records. Computers In Biology And Medicine 2013, 59: 221-231. PMID: 24393492, PMCID: PMC4063892, DOI: 10.1016/j.compbiomed.2013.12.006.Peer-Reviewed Original ResearchConceptsAvoidable medication errorsMedication errorsMedication applicationMedication reconciliation processClinical practice workflowQuality of careElectronic medical recordsMedication reconciliationElectronic health record systemsMedication dataMedical recordsClinical usefulnessDrug interactionsMedication ordersHealth record systemsClinician feedbackPatient safetyClinician performanceCare efficiencyClinical facilitiesPatientsPractice workflowRecord systemCliniciansCare