2016
Chapter 9 Clinical Data Repositories: Warehouses, Registries, and the Use of Standards
Nadkarni P. Chapter 9 Clinical Data Repositories: Warehouses, Registries, and the Use of Standards. 2016, 173-185. DOI: 10.1016/b978-0-12-803130-8.00009-9.Peer-Reviewed Original ResearchOperational data storeData martVirtual data integrationClinical data martClinical data warehouseData storesData warehouseData integrationRapid queryData repositoryData elementsUse of standardsWarehouseData sourcesRepositoryPhysical integrationProcess of extractionQueriesDifferent kindsMartUsabilityData extraction
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