2019
Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention
Mortazavi BJ, Bucholz EM, Desai NR, Huang C, Curtis JP, Masoudi FA, Shaw RE, Negahban SN, Krumholz HM. Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention. JAMA Network Open 2019, 2: e196835. PMID: 31290991, PMCID: PMC6624806, DOI: 10.1001/jamanetworkopen.2019.6835.Peer-Reviewed Original ResearchConceptsPercutaneous coronary interventionMajor bleedingC-statisticCoronary interventionMAIN OUTCOMEIndex percutaneous coronary interventionSubsequent coronary artery bypassPercutaneous coronary intervention (PCI) proceduresHospital major bleedingMajor bleeding ratesNationwide clinical registryCoronary artery bypassCoronary intervention proceduresComparative effectiveness studiesRisk score modelComplexity of presentationMean c-statisticCoronary angiography dataRegistry modelNCDR modelsArtery bypassBleeding eventsPrediction of riskClinical variablesBleeding rate
2015
Association of Physician Certification in Interventional Cardiology With In-Hospital Outcomes of Percutaneous Coronary Intervention
Fiorilli PN, Minges KE, Herrin J, Messenger JC, Ting HH, Nallamothu BK, Lipner RS, Hess BJ, Holmboe ES, Brennan JJ, Curtis JP. Association of Physician Certification in Interventional Cardiology With In-Hospital Outcomes of Percutaneous Coronary Intervention. Circulation 2015, 132: 1816-1824. PMID: 26384518, PMCID: PMC4641797, DOI: 10.1161/circulationaha.115.017523.Peer-Reviewed Original ResearchConceptsEmergency coronary artery bypassPercutaneous coronary interventionCoronary artery bypassArtery bypassVascular complicationsHospital mortalityEnd pointHospital outcomesCoronary interventionPCI proceduresIn-Hospital OutcomesPrimary end pointSecondary end pointsComposite end pointRisk of bleedingHierarchical multivariable modelInternal Medicine certificationAmerican BoardCathPCI RegistryPatient characteristicsPCI volumeUnadjusted outcomesAdverse outcomesPatient outcomesMultivariable model
2014
In-Hospital Switching Between Clopidogrel and Prasugrel Among Patients With Acute Myocardial Infarction Treated With Percutaneous Coronary Intervention
Bagai A, Wang Y, Wang TY, Curtis JP, Gurm HS, Shah B, Cheema AN, Peterson ED, Saucedo JF, Granger CB, Roe MT, Bhatt DL, McNamara RL, Alexander KP. In-Hospital Switching Between Clopidogrel and Prasugrel Among Patients With Acute Myocardial Infarction Treated With Percutaneous Coronary Intervention. Circulation Cardiovascular Interventions 2014, 7: 585-593. PMID: 25097196, DOI: 10.1161/circinterventions.114.001555.Peer-Reviewed Original ResearchMeSH KeywordsAcute DiseaseAge FactorsAgedClopidogrelDrug SubstitutionFemaleHumansMaleMiddle AgedMyocardial InfarctionPercutaneous Coronary InterventionPiperazinesPostoperative ComplicationsPractice Guidelines as TopicPrasugrel HydrochloridePurinergic P2Y Receptor AntagonistsRecurrenceRegistriesRisk FactorsThiophenesThrombosisTiclopidineUnited StatesConceptsPercutaneous coronary interventionMyocardial infarctionCoronary interventionHospital coronary artery bypassIntervention Outcomes Network RegistryStudy periodAcute Coronary TreatmentHierarchical logistic regression modelingCoronary artery bypassRecurrent ischemic eventsHours of admissionPrevious cerebrovascular eventsRandomized clinical trialsAcute myocardial infarctionADP receptor inhibitorsLogistic regression modelingPrivate health insurance coverageHealth insurance coverageHospital bleedingHospital switchingAngiographic characteristicsArtery bypassCerebrovascular eventsContemporary US practiceCoronary Treatment
2013
Comparison of Intermediate-Term Outcomes of Coronary Artery Bypass Grafting Versus Drug-Eluting Stents for Patients ≥75 Years of Age
Hannan EL, Zhong Y, Berger PB, Walford G, Curtis JP, Wu C, Venditti FJ, Higgins RS, Smith CR, Lahey SJ, King SB. Comparison of Intermediate-Term Outcomes of Coronary Artery Bypass Grafting Versus Drug-Eluting Stents for Patients ≥75 Years of Age. The American Journal Of Cardiology 2013, 113: 803-808. PMID: 24440331, DOI: 10.1016/j.amjcard.2013.11.035.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overComorbidityComparative Effectiveness ResearchCoronary Artery BypassCoronary Artery DiseaseCoronary StenosisCreatinineDiabetic AngiopathiesDrug-Eluting StentsFemaleHumansKaplan-Meier EstimateMalePercutaneous Coronary InterventionPropensity ScorePulmonary Disease, Chronic ObstructiveRegistriesRetreatmentRisk FactorsTreatment OutcomeConceptsPercutaneous coronary interventionDrug-eluting stentsMortality rateRevascularization ratesMultiple patient risk factorsRepeat revascularization rateCoronary artery bypassMultivessel coronary diseaseIntermediate-term outcomesPatient risk factorsYears of ageArtery bypassCoronary interventionOlder patientsCoronary diseaseRisk factorsObservational studySimilar mortalityPatientsCABGOutcomesStentsYearsBypassMortalityDeterminants of fluoroscopy time for invasive coronary angiography and percutaneous coronary intervention: Insights from the NCDR®
Fazel R, Curtis J, Wang Y, Einstein AJ, Smith‐Bindman R, Tsai TT, Chen J, Shah ND, Krumholz HM, Nallamothu BK. Determinants of fluoroscopy time for invasive coronary angiography and percutaneous coronary intervention: Insights from the NCDR®. Catheterization And Cardiovascular Interventions 2013, 82: 1091-1105. PMID: 23703793, DOI: 10.1002/ccd.24996.Peer-Reviewed Original ResearchConceptsPercutaneous coronary interventionInvasive coronary angiographyHospital-level factorsFluoroscopy timePrior CABGCoronary interventionPrior coronary artery bypassRadiation exposureCoronary artery bypassNumerous clinical scenariosArtery bypassCathPCI RegistryPatient characteristicsCoronary angiographyPCI proceduresModifiable determinantsPatientsClinical scenariosModifiable sourceProcedure complexityCABGMinutesInterventionExposureWide variation