2021
An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy
Perincheri S, Levi AW, Celli R, Gershkovich P, Rimm D, Morrow JS, Rothrock B, Raciti P, Klimstra D, Sinard J. An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy. Modern Pathology 2021, 34: 1588-1595. PMID: 33782551, PMCID: PMC8295034, DOI: 10.1038/s41379-021-00794-x.Peer-Reviewed Original ResearchConceptsMemorial Sloan-Kettering Cancer CenterCore biopsyPredictive valueDiagnostic accuracyProstate core needle biopsiesCore needle biopsySurgical pathology practiceNegative predictive valueProstate core biopsiesPositive predictive valueProstate cancer detectionStrong diagnostic accuracyPoor quality scansCancer detectionCancer CenterProstate biopsyLeading causeNeedle biopsyTransrectal approachProstate cancerProstatic adenocarcinomaProstate carcinomaBiopsyPathology practiceProstate
2001
An approach to guideline implementation with GEM.
Shiffman RN, Agrawal A, Deshpande AM, Gershkovich P. An approach to guideline implementation with GEM. 2001, 84: 271-5. PMID: 11604747.Peer-Reviewed Original ResearchConceptsGuideline Elements ModelInformation management servicesClinical domain expertsSystem programmersDocument markupDocument modelKnowledge extractionDomain expertsKnowledge engineersDesign databaseKnowledge customizationAudit trailKnowledge baseDesign goalsQuality assurance expertsKnowledge integrationManagement servicesConsistent knowledgeImplementationPatient dataCreation of strategiesProgrammersDevelopersExpertsCustomizationAn implementation framework for GEM encoded guidelines.
Gershkovich P, Shiffman RN. An implementation framework for GEM encoded guidelines. AMIA Annual Symposium Proceedings 2001, 204-8. PMID: 11825181, PMCID: PMC2243348.Peer-Reviewed Original ResearchConceptsGuideline Elements ModelDecision support informationPublishing frameworkEnd usersComputable formatSupport informationImplementation frameworkIntegration of knowledgeClinical systemsFormatImplementationPresentation formatGuideline knowledgeFeasibility of implementationFrameworkUsersGuideline contentProgrammingMain obstaclesMarkupLogicFunctionalityClinical knowledgeKnowledgeGuideline authors