2021
Calibrating predictive model estimates in a distributed network of patient data
Huang Y, Jiang X, Gabriel R, Ohno-Machado L. Calibrating predictive model estimates in a distributed network of patient data. Journal Of Biomedical Informatics 2021, 117: 103758. PMID: 33811986, DOI: 10.1016/j.jbi.2021.103758.Peer-Reviewed Original ResearchConceptsData privacyRecalibration modelHigh-performance predictive modelsIntegration of dataPatient dataPredictive model estimatesDistributed networkExpected calibration errorMaximum calibration errorPrivacyClinical informaticsCalibration errorsComputational efficiencyPredictive analysisAlgorithmBuilding modelsModel buildingImportant issuePerformance measuresPredictive modelMultiple health systemsLarge numberIsotonic regressionInformaticsSystem
2014
Trends in publication of nursing informatics research.
Kim H, Ohno-Machado L, Oh J, Jiang X. Trends in publication of nursing informatics research. AMIA Annual Symposium Proceedings 2014, 2014: 805-14. PMID: 25954387, PMCID: PMC4419947.Peer-Reviewed Original ResearchConceptsNursing informatics researchHigh-priority research agendaClinical informaticsNursing informatics communityPersonal health recordsPriority research agendaHealth recordsNursing informaticsClinical workflowConsumer informaticsNursing journalsInformatics researchTheme categoriesHigh volumeBroad spectrum