2020
A Prototype Application to Identify LGBT Patients in Clinical Notes
Workman T, Goulet J, Brandt C, Skanderson M, Wang R, Warren A, Eleazer J, Gordon K, Zeng-Treitler Q. A Prototype Application to Identify LGBT Patients in Clinical Notes. 2020, 00: 4270-4275. DOI: 10.1109/bigdata50022.2020.9378109.Peer-Reviewed Original ResearchElectronic health record notesPrototype applicationLGBT patientsRule-based patternLarge data sourcesBinary classification taskRecord notesData scientistsMachine learningClassification taskPositive predictive valueData researchData sourcesTest setClinical relevancePredictive valueHealthcare providersPatientsClinical notesHealth disparitiesLittle workDisproportional burdenApplicationsTaskLearning
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 ResearchConceptsInformation management servicesGuideline-based decision supportManagement servicesExplanation servicesData securityPresentation servicesRecommendation serviceAggregation serviceComputational tasksComplex dataImplementation BasedDecision supportData captureClinical workflowRegistration servicesDocumentation servicesDesign modelServicesInformation transferBehavior of cliniciansSecurityWorkflowTaskFormatImplementation