2013
Comparison of four prediction models to discriminate benign from malignant vertebral compression fractures according to MRI feature analysis.
Thawait S, Kim J, Klufas R, Morrison W, Flanders A, Carrino J, Ohno-Machado L. Comparison of four prediction models to discriminate benign from malignant vertebral compression fractures according to MRI feature analysis. American Journal Of Roentgenology 2013, 200: 493-502. PMID: 23436836, DOI: 10.2214/ajr.11.7192.Peer-Reviewed Original ResearchAdultAgedAged, 80 and overAlgorithmsCohort StudiesComputer SimulationDiagnosis, DifferentialFemaleFractures, CompressionHumansImage EnhancementImage Interpretation, Computer-AssistedMagnetic Resonance ImagingMaleMiddle AgedModels, BiologicalNeoplasmsPattern Recognition, AutomatedReproducibility of ResultsSensitivity and SpecificitySpinal FracturesYoung Adult
2012
Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration
Jiang X, Menon A, Wang S, Kim J, Ohno-Machado L. Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration. PLOS ONE 2012, 7: e48823. PMID: 23139819, PMCID: PMC3490990, DOI: 10.1371/journal.pone.0048823.Peer-Reviewed Original ResearchMeSH KeywordsArea Under CurveBreast NeoplasmsCalibrationComputer SimulationDatabases, GeneticFemaleHumansModels, BiologicalProbabilityReproducibility of ResultsROC CurveSupport Vector Machine
2010
Electronic laboratory system reduces errors in National Tuberculosis Program: a cluster randomized controlled trial.
Blaya J, Shin S, Yale G, Suarez C, Asencios L, Contreras C, Rodriguez P, Kim J, Cegielski P, Fraser H. Electronic laboratory system reduces errors in National Tuberculosis Program: a cluster randomized controlled trial. The International Journal Of Tuberculosis And Lung Disease 2010, 14: 1009-15. PMID: 20626946, PMCID: PMC8324019.Peer-Reviewed Original ResearchConceptsControl health centersHealth centersE-ChasquiIntervention health centersNational Tuberculosis ProgrammeLaboratory information systemDrug susceptibility testTuberculosis careTuberculosis ProgrammeSusceptibility testsContinuous quality improvementBaseline dataMonthsInterventionFurther dataTrialsLaboratory resultsElectronic laboratory systemError reportsClinical usersSame monthWeeksCare