2022
Variability in Antithrombotic Therapy after Infrainguinal Lower Extremity Bypass
Brahmandam A, Lee M, Bellamkonda K, Provance JB, Sumpio B, Ochoa Chaar CI, Smolderen KG, Mena-Hurtado C, Guzman RJ. Variability in Antithrombotic Therapy after Infrainguinal Lower Extremity Bypass. Annals Of Vascular Surgery 2022, 88: 51-62. PMID: 36245106, DOI: 10.1016/j.avsg.2022.08.016.Peer-Reviewed Original ResearchConceptsInfrainguinal lower extremity bypassLower extremity bypassDual antiplatelet therapySingle antiplatelet therapyAntithrombotic therapyCombination therapyAntiplatelet therapyMedian odds ratioExtremity bypassDistal targetsHierarchical multivariable logistic regressionCenter-level variabilityCommon combination therapyPatient-level factorsPercutaneous coronary interventionPeripheral vascular interventionsMultivariable logistic regressionMultivariable regression modelsAntiplatelet monotherapyBypass targetAntithrombotic regimensPostoperative bleedingTriple therapyCoronary interventionAntithrombotic strategies
2020
MULTIVESSEL VS CULPRIT VESSEL ONLY PERCUTANEOUS CORONARY INTERVENTION IN ST-ELEVATION MYOCARDIAL INFARCTION AND MULTIVESSEL CORONARY ARTERY DISEASE: A META-ANALYSIS OF RANDOMIZED CONTROLLED TRIALS
Atti V, Narayanan M, Garcia S, Sandoval Y, Brilakis E, Basir M, Turagam M, Khandelwal A, Mena-Hurtado C, Mamas M, Kirtane A, Abbott J, Bhatt D, Velagapudi P. MULTIVESSEL VS CULPRIT VESSEL ONLY PERCUTANEOUS CORONARY INTERVENTION IN ST-ELEVATION MYOCARDIAL INFARCTION AND MULTIVESSEL CORONARY ARTERY DISEASE: A META-ANALYSIS OF RANDOMIZED CONTROLLED TRIALS. Journal Of The American College Of Cardiology 2020, 75: 171. DOI: 10.1016/s0735-1097(20)30798-1.Peer-Reviewed Original Research
2019
Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention
Huang C, Li SX, Mahajan S, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention. JAMA Network Open 2019, 2: e1916021. PMID: 31755952, PMCID: PMC6902830, DOI: 10.1001/jamanetworkopen.2019.16021.Peer-Reviewed Original ResearchConceptsCreatinine level increaseAcute kidney injuryPercutaneous coronary interventionContrast volumeAKI riskKidney injuryCoronary interventionBaseline riskCardiology National Cardiovascular Data Registry's CathPCI RegistryNational Cardiovascular Data Registry CathPCI RegistryRisk of AKIAcute Kidney Injury AssociatedDifferent baseline risksPCI safetyCathPCI RegistryInjury AssociatedMean ageDerivation setPreprocedural riskMAIN OUTCOMEAmerican CollegePrognostic studiesUS hospitalsCalibration slopeValidation set
2018
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang C, Murugiah K, Mahajan S, Li SX, Dhruva SS, Haimovich JS, Wang Y, Schulz WL, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study. PLOS Medicine 2018, 15: e1002703. PMID: 30481186, PMCID: PMC6258473, DOI: 10.1371/journal.pmed.1002703.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedClinical Decision-MakingData MiningDecision Support TechniquesFemaleHumansMachine LearningMaleMiddle AgedPercutaneous Coronary InterventionProtective FactorsRegistriesReproducibility of ResultsRetrospective StudiesRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeConceptsPercutaneous coronary interventionNational Cardiovascular Data RegistryRisk prediction modelAKI eventsAKI riskCoronary interventionAKI modelMean ageCardiology-National Cardiovascular Data RegistryAcute kidney injury riskAKI risk predictionRetrospective cohort studyIdentification of patientsCandidate variablesAvailable candidate variablesCohort studyPCI proceduresPoint of careBrier scoreAmerican CollegeData registryPatientsCalibration slopeInjury riskSame cohort