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 ResearchConceptsHealthcare analyticsAnalytics applicationsIntegration infrastructureElectronic health recordsData visualizationRobust data collectionIntegrating DataData typesMicrobiomic dataDisparate dataHealth recordsSelf-tracking dataWearable devicesAnalyticsPredictive modelingMultiple sourcesGenomic dataData collection
2012
From clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement.
Hsueh P, Lan C, Deng V, Zhu X. From clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement. 2012, 180: 457-61. PMID: 22874232.Peer-Reviewed Original ResearchConceptsDecision supportData-driven analyticsClinical decision support systemPatient-centric paradigmDecision support systemData-driven frameworkGuideline-based clinical decision support systemPersonalized recommendationsHealthcare domainPersonalization frameworkGuideline refinementCurrent contextPatient-related dataMapping tasksSupport systemDecision problemFrameworkConsequent availabilitySignificant attentionAnalyticsRequirementsStatistical decision problemDeploymentTaskClinical requirements