2012
Grid Binary LOgistic REgression (GLORE): building shared models without sharing data
Wu Y, Jiang X, Kim J, Ohno-Machado L. Grid Binary LOgistic REgression (GLORE): building shared models without sharing data. Journal Of The American Medical Informatics Association 2012, 19: 758-764. PMID: 22511014, PMCID: PMC3422844, DOI: 10.1136/amiajnl-2012-000862.Peer-Reviewed Original ResearchConceptsIntegrity of communicationCentralized data sourcesTraditional LR modelCentral repositoryComputational costData sourcesData setsSame formatPatient dataComputationGenomic dataRare patternRelevant dataLR modelPrediction valueSetRepositoryPartial elementsFormatClassificationCommunicationModelDataPatient setPerform
2010
Automating pressure ulcer risk assessment using documented patient data
Kim H, Choi J, Thompson S, Meeker L, Dykes P, Goldsmith D, Ohno-Machado L. Automating pressure ulcer risk assessment using documented patient data. International Journal Of Medical Informatics 2010, 79: 840-848. PMID: 20869303, DOI: 10.1016/j.ijmedinf.2010.08.005.Peer-Reviewed Original Research
2000
GLIF3: the evolution of a guideline representation format.
Peleg M, Boxwala A, Ogunyemi O, Zeng Q, Tu S, Lacson R, Bernstam E, Ash N, Mork P, Ohno-Machado L, Shortliffe E, Greenes R. GLIF3: the evolution of a guideline representation format. AMIA Annual Symposium Proceedings 2000, 645-9. PMID: 11079963, PMCID: PMC2243832.Peer-Reviewed Original ResearchConceptsGuideline Interchange FormatInstitutional information systemsComputable specificationImplementable specificationInterchange formatAutomatic inferenceRepresentation formatStructured representationText stringsInformation systemsStructured constructsGLIF3Action specificationFormal definitionConceptual flowchartExecutionSpecificationPatient dataStructured stepsLogical consistencyNew versionFormatNew constructDecision criteriaFlowchart