2014
Chapter 2 Data Integration: An Overview
Nadkarni P, Marenco L. Chapter 2 Data Integration: An Overview. 2014, 15-47. DOI: 10.1016/b978-0-12-401678-1.00002-6.Peer-Reviewed Original ResearchIntegration effortsIntermediary softwareSeamless accessData integration strategyPhysical integrationVirtual integrationData integrationTypes of dataData elementsLogical integrationSource systemSingle large organizationLarge organizationsSingle resourceUsersMultiple sourcesIntegration strategyIntegrationFormal sequenceQueriesMetadataSoftwareStorage technologiesRedundancySystem
2011
Interoperability and Integration Considerations for a Process-Oriented Clinical Decision Support System
Shah H, Krishnan G, Williams P, Vogler A, Allard R, Nadkarni P. Interoperability and Integration Considerations for a Process-Oriented Clinical Decision Support System. 2011, 1: 437-442. DOI: 10.1109/services.2011.14.Peer-Reviewed Original ResearchClinical decision support systemDecision support systemElectronic medical record systemSupport systemWeb services technologyTwo-way data exchangeSet of interfacesService technologyData exchangeOpen sourceMedical record systemRecord systemChallenges of integrationIntegration considerationsIntegrationInteroperabilitySystemInitiative projectChallengesFunctionalityServicesTechnologySetInterfaceProject
2004
VitaPad: visualization tools for the analysis of pathway data
Holford M, Li N, Nadkarni P, Zhao H. VitaPad: visualization tools for the analysis of pathway data. Bioinformatics 2004, 21: 1596-1602. PMID: 15564306, DOI: 10.1093/bioinformatics/bti153.Peer-Reviewed Original ResearchConceptsCross-platform applicationHigh-resolution graphicsGraph layout algorithmsBiological pathway diagramsPathway diagramsXML formatUser interfaceLayout algorithmVisualization toolsIntuitive controlEasy extensionPathway dataGraphicsUsersMicroarray dataAlgorithmSoftwareToolFormatDataHongyuInterfaceIntegrationPackageApplicationsIntegration of Web-based and PC-based Clinical Research Databases
Brandt CA, Sun K, Charpentier P, Nadkarni PM. Integration of Web-based and PC-based Clinical Research Databases. Methods Of Information In Medicine 2004, 43: 287-295. PMID: 15227559, DOI: 10.1055/s-0038-1633870.Peer-Reviewed Original ResearchConceptsDatabase applicationsClinical study data management systemsIntegration of applicationsCommon semantic modelData management systemWeb-based repositoryClinical research databaseSchema conflictsSharing of featuresData managementMapping schemaSemantic modelDifferent operating environmentsModel unificationManagement systemIntegration effortsOperating environmentArea of applicabilityData collectionMajor benefitsSimilar purposesIntegrationApplicationsCritical conflictsData libraries
2001
Integration of Multidisciplinary Sensory Data
Miller P, Nadkarni P, Singer M, Marenco L, Hines M, Shepherd G. Integration of Multidisciplinary Sensory Data. Journal Of The American Medical Informatics Association 2001, 8: 34-48. PMID: 11141511, PMCID: PMC134590, DOI: 10.1136/jamia.2001.0080034.Peer-Reviewed Original ResearchConceptsNeuroinformatics researchFlexible data modelDiverse heterogeneous dataHuman Brain ProjectNew informatics technologiesHeterogeneous dataData modelSensory dataRelated toolsInformatics technologiesBrain ProjectBuilding databaseSingle unifying frameworkUnifying frameworkProject approachIntegrationComputer model