2011
The Yale cTAKES extensions for document classification: architecture and application
Garla V, Re V, Dorey-Stein Z, Kidwai F, Scotch M, Womack J, Justice A, Brandt C. The Yale cTAKES extensions for document classification: architecture and application. Journal Of The American Medical Informatics Association 2011, 18: 614-620. PMID: 21622934, PMCID: PMC3168305, DOI: 10.1136/amiajnl-2011-000093.Peer-Reviewed Original ResearchMeSH KeywordsConnecticutData MiningDecision Support Systems, ClinicalElectronic Health RecordsHumansLiver FailureNatural Language ProcessingPattern Recognition, AutomatedRadiographyRadiology Information SystemsConceptsDocument classificationFeature extractionProcessing systemKnowledge Extraction SystemDocument classification systemClinical Text AnalysisDocument classifierFeature representationRadiology reportsOpen sourceClinical textText analysisTechnical challengesClassificationExtraction systemClassification systemRepresentationClassifierSemanticsSystemArchitectureRetrievalExtractionSyntaxExtension
1999
A Design Model for Computer-based Guideline Implementation Based on Information Management Services
Shiffman R, Brandt C, Liaw Y, Corb G. A Design Model for Computer-based Guideline Implementation Based on Information Management Services. Journal Of The American Medical Informatics Association 1999, 6: 99-103. PMID: 10094062, PMCID: PMC61348, DOI: 10.1136/jamia.1999.0060099.Peer-Reviewed Original ResearchMeSH KeywordsDecision Support Systems, ClinicalEvidence-Based MedicineGuideline AdherenceHumansInformation ManagementModels, OrganizationalPractice Guidelines as TopicConceptsInformation management servicesGuideline-based decision supportManagement servicesExplanation servicesData securityPresentation servicesRecommendation serviceAggregation serviceComputational tasksComplex dataImplementation BasedDecision supportData captureClinical workflowRegistration servicesDocumentation servicesDesign modelServicesInformation transferBehavior of cliniciansSecurityWorkflowTaskFormatImplementationComputer-based Guideline Implementation Systems
Shiffman R, Liaw Y, Brandt C, Corb G. Computer-based Guideline Implementation Systems. Journal Of The American Medical Informatics Association 1999, 6: 104-114. PMID: 10094063, PMCID: PMC61349, DOI: 10.1136/jamia.1999.0060104.Peer-Reviewed Original ResearchMeSH KeywordsDecision Making, Computer-AssistedDecision Support Systems, ClinicalGuideline AdherenceHumansInformation ManagementPractice Guidelines as TopicPractice Patterns, Physicians'ConceptsInformation management servicesGuideline implementation systemsExplanation servicesAggregation serviceInteractive documentationCommunication servicesUser satisfactionPatient-specific recommendationsManagement servicesImplementation systemGuideline adherenceServicesElectronic medical recordsSystematic reviewFunctionality