2000
Exploring Performance Issues for a Clinical Database Organized Using an Entity-Attribute-Value Representation
Chen R, Nadkarni P, Marenco L, Levin F, Erdos J, Miller P. Exploring Performance Issues for a Clinical Database Organized Using an Entity-Attribute-Value Representation. Journal Of The American Medical Informatics Association 2000, 7: 475-487. PMID: 10984467, PMCID: PMC79043, DOI: 10.1136/jamia.2000.0070475.Peer-Reviewed Original ResearchConceptsEAV/CRDatabase schemaSQL statementsDatabase modelDatabase sizeSystem memoryQuery execution timeHeterogeneous biomedical dataSimple SQL statementsQuery efficiencyQuery performancePowerful hardwareQuery strategyEntity attributesDatabase queriesDatabase representationBiomedical dataExecution timeQueriesMore memoryPerformance issuesSchemaValue representationRepresentationCR modelOpportunities at the Intersection of Bioinformatics and Health Informatics
Miller P. Opportunities at the Intersection of Bioinformatics and Health Informatics. Journal Of The American Medical Informatics Association 2000, 7: 431-438. PMID: 10984461, PMCID: PMC79037, DOI: 10.1136/jamia.2000.0070431.Peer-Reviewed Original ResearchConceptsMedical informaticsBioinformatics researchHealth informaticsDecision support issuesField of bioinformaticsData miningRelated question concernsDatabase organizationKnowledge representationInformaticsSet of opportunitiesSet of researchersSupport issuesBioinformaticsPatient recordsSetCase studyMiningInformaticiansCollaborationResearchersIssuesClinical worldTechnologyRepresentation
1999
Organization of Heterogeneous Scientific Data Using the EAV/CR Representation
Nadkarni P, Marenco L, Chen R, Skoufos E, Shepherd G, Miller P. Organization of Heterogeneous Scientific Data Using the EAV/CR Representation. Journal Of The American Medical Informatics Association 1999, 6: 478-493. PMID: 10579606, PMCID: PMC61391, DOI: 10.1136/jamia.1999.0060478.Peer-Reviewed Original ResearchConceptsEAV/CRHeterogeneous scientific dataPhysical database schemaStorage of dataInterobject relationshipsDatabase schemaHeterogeneous dataMedical domainComplex objectsScientific domainsClinical patient recordsSchemaBiomedical databasesRepresentationScientific dataPatient recordsSuch purposesDatabaseValue representationDomainObjectsParadigmData
1987
A computational model of reasoning from the clinical literature
Rennels G, Shortliffe E, Stockdale F, Miller P. A computational model of reasoning from the clinical literature. Computer Methods And Programs In Biomedicine 1987, 24: 139-149. PMID: 3297479, DOI: 10.1016/0169-2607(87)90025-3.Peer-Reviewed Original ResearchConceptsComputer-based decision supportComputer-based decision support systemDecision support systemComputational modelComputer systemsDeclarative representationStructured representationDecision supportSupport systemKnowledge baseFirst stepDecisions physiciansComputer programPatient-specific analysisRepresentationComputerEmpirical studySystemReasoningModelImportant first stepStepSpecific motivations