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
Comparative Effectiveness of CRT-D Versus Defibrillator Alone in HF Patients With Moderate-to-Severe Chronic Kidney Disease
Friedman DJ, Singh JP, Curtis JP, Tang WHW, Bao H, Spatz ES, Hernandez AF, Patel UD, Al-Khatib SM. Comparative Effectiveness of CRT-D Versus Defibrillator Alone in HF Patients With Moderate-to-Severe Chronic Kidney Disease. Journal Of The American College Of Cardiology 2015, 66: 2618-2629. PMID: 26670062, DOI: 10.1016/j.jacc.2015.09.097.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overCardiac Resynchronization TherapyComorbidityComparative Effectiveness ResearchDefibrillators, ImplantableElectric CountershockFemaleGlomerular Filtration RateHeart FailureHospitalizationHumansMaleMedicareProportional Hazards ModelsRenal Insufficiency, ChronicSeverity of Illness IndexSurvival AnalysisTreatment OutcomeUnited StatesConceptsSevere chronic kidney diseaseChronic kidney diseaseCardiac resynchronization therapyCRT-eligible patientsHF hospitalizationKidney diseaseNational Cardiovascular Data Registry ICD RegistryUse of CRTComparative effectivenessInverse probability-weighted analysisReal-world comparative effectivenessEnd-stage renal diseaseCox proportional hazards modelCRT-D useHeart failure hospitalizationAcceptable complication rateDevice-related complicationsProportional hazards modelFine-Gray modelCKD classCKD stageFailure hospitalizationHF patientsPrimary endpointSecondary endpointsThe predicament of comparative effectiveness research using observational data.
Curtis JP, Krumholz HM. The predicament of comparative effectiveness research using observational data. Annals Of Internal Medicine 2015, 163: 799-800. PMID: 26501410, PMCID: PMC6467208, DOI: 10.7326/m15-2490.Commentaries, Editorials and LettersAcute Coronary SyndromeComparative Effectiveness ResearchCoronary AngiographyHumansObservational Studies as Topic
2014
Comparative effectiveness of cardiac resynchronization therapy with an implantable cardioverter-defibrillator versus defibrillator therapy alone: a cohort study.
Masoudi FA, Mi X, Curtis LH, Peterson PN, Curtis JP, Fonarow GC, Hammill SC, Heidenreich PA, Al-Khatib SM, Piccini JP, Qualls LG, Hernandez AF. Comparative effectiveness of cardiac resynchronization therapy with an implantable cardioverter-defibrillator versus defibrillator therapy alone: a cohort study. Annals Of Internal Medicine 2014, 160: 603-11. PMID: 24798523, DOI: 10.7326/m13-1879.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overCardiac Resynchronization TherapyComparative Effectiveness ResearchDefibrillators, ImplantableElectrocardiographyHeart FailureHumansInfectionsPatient ReadmissionPropensity ScoreRetrospective StudiesRisk FactorsStroke VolumeTreatment OutcomeVentricular Dysfunction, LeftConceptsReduced left ventricular ejection fractionLeft ventricular ejection fractionHeart failure readmissionVentricular ejection fractionCardiac resynchronization therapyICD therapyQRS durationLower riskCohort studyICD RegistryResynchronization therapyEjection fractionNational Cardiovascular Data Registry ICD RegistryImplantable cardioverter-defibrillator therapyLeft bundle branch blockPropensity-matched patientsRetrospective cohort studyCardioverter-defibrillator therapyDevice-related complicationsBundle branch blockDevice-related infectionsCardiovascular readmissionCause readmissionDefibrillator therapyICD implantation
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 mortalityPatientsCABGOutcomesStentsYearsBypassMortality
2012
The Prevalence and Outcomes of Transradial Percutaneous Coronary Intervention for ST-Segment Elevation Myocardial Infarction Analysis From the National Cardiovascular Data Registry (2007 to 2011)
Baklanov DV, Kaltenbach LA, Marso SP, Subherwal SS, Feldman DN, Garratt KN, Curtis JP, Messenger JC, Rao SV. The Prevalence and Outcomes of Transradial Percutaneous Coronary Intervention for ST-Segment Elevation Myocardial Infarction Analysis From the National Cardiovascular Data Registry (2007 to 2011). Journal Of The American College Of Cardiology 2012, 61: 420-426. PMID: 23265340, PMCID: PMC3883049, DOI: 10.1016/j.jacc.2012.10.032.Peer-Reviewed Original ResearchMeSH KeywordsAgedAngioplasty, Balloon, CoronaryBlood Loss, SurgicalComparative Effectiveness ResearchDrug-Eluting StentsElectrocardiographyFemaleFemoral ArteryHospital MortalityHumansIntraoperative CareMaleMiddle AgedMyocardial InfarctionOutcome and Process Assessment, Health CarePrevalenceRadial ArteryRegistriesRisk FactorsTime-to-TreatmentTreatment OutcomeUnited StatesConceptsST-segment elevation myocardial infarctionPercutaneous coronary interventionTransradial percutaneous coronary interventionHospital mortalityBalloon timeTransradial PCICoronary interventionProcedural successFemoral approachRadial accessFemoral-access percutaneous coronary interventionNational Cardiovascular Data RegistryLonger median doorPost-PCI bleedingElevation myocardial infarctionLarge national databaseLow bleeding ratesCathPCI RegistryVascular complicationsLonger doorMedian doorFemoral accessMyocardial infarctionBleeding rateAccess site