2014
Developing best practices to study trauma outcomes in large databases
Haider A, Hashmi Z, Zafar S, Castillo R, Haut E, Schneider E, Cornwell E, Mackenzie E, Efron D. Developing best practices to study trauma outcomes in large databases. Journal Of Trauma And Acute Care Surgery 2014, 76: 1061-1069. PMID: 24662872, DOI: 10.1097/ta.0000000000000182.Peer-Reviewed Original ResearchConceptsNational Trauma Data BankRisk-adjustment modelsTrauma mortalityTrauma outcomesSubsequent multivariate logistic regression analysisMultivariate logistic regression analysisManual backward selectionTrauma Data BankUnivariate logistic regressionLogistic regression analysisInitial multivariate modelPatient subsetsMultivariable analysisTrauma centerMortality outcomesSimilar AUROCsSubset analysisUnivariate analysisPrognostic studiesAnalytic standardizationLevel IIILogistic regression
2012
Should the IDC-9 Trauma Mortality Prediction Model become the new paradigm for benchmarking trauma outcomes?
Haider A, Villegas C, Saleem T, Efron D, Stevens K, Oyetunji T, Cornwell E, Bowman S, Haack S, Baker S, Schneider E. Should the IDC-9 Trauma Mortality Prediction Model become the new paradigm for benchmarking trauma outcomes? Journal Of Trauma And Acute Care Surgery 2012, 72: 1695-1701. PMID: 22695443, DOI: 10.1097/ta.0b013e318256a010.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedBenchmarkingCohort StudiesDatabases, FactualFemaleHospital MortalityHumansInternational Classification of DiseasesMaleMiddle AgedModels, StatisticalPredictive Value of TestsRetrospective StudiesSensitivity and SpecificityTrauma Severity IndicesTreatment OutcomeUnited StatesWounds and InjuriesYoung AdultConceptsInjury Severity ScoreNew ISSMortality prediction modelTrauma Mortality Prediction ModelTrauma outcomesInjury typeInjury severityNational Trauma Data BankNew Injury Severity ScoreInjury severity indicesMortality prediction abilityTrauma Data BankTrauma registry dataCrude mortality rateReceiver operator characteristic curveDRG International ClassificationOperator characteristic curveHospital mortalitySeverity scoreSubgroup analysisRegistry dataRetrospective analysisOutcome measuresPrognostic studiesInternational Classification