2023
Representativeness of Peripheral Artery Disease Randomized Clinical Trials Supporting Current Guidelines
Castro-Dominguez Y, Mena-Hurtado C, Algara M, Obas V, Ahmed Z, Romain G, Solaru K, Smolderen K. Representativeness of Peripheral Artery Disease Randomized Clinical Trials Supporting Current Guidelines. The American Journal Of Cardiology 2023, 201: 166-169. PMID: 37385170, DOI: 10.1016/j.amjcard.2023.05.053.Peer-Reviewed Original ResearchConceptsPeripheral artery diseasePAD guidelinesArtery diseaseRecent American Heart Association/American CollegeAmerican Heart Association/American CollegeLower extremity peripheral artery diseaseOlder adult patientsRace/ethnicity distributionAdult patientsPooled proportionMean ageClinical trialsCurrent guidelinesEpidemiologic studiesAmerican CollegeTrial participantsRCTsEthnicity distributionOlder adultsTrialsWomenPatientsDiseaseGuidelinesEthnic groups
2020
Paclitaxel-coated devices in the treatment of femoropopliteal stenosis among patients ≥65 years old: An ACC PVI Registry Analysis
Weissler EH, Annapureddy A, Wang Y, Secemsky EA, Shishehbor MH, Mena-Hurtado C, Jelani QU, Aronow HD, Tsai TT, Patel MR, Curtis JP, Jones WS. Paclitaxel-coated devices in the treatment of femoropopliteal stenosis among patients ≥65 years old: An ACC PVI Registry Analysis. American Heart Journal 2020, 233: 59-67. PMID: 33321119, PMCID: PMC8078180, DOI: 10.1016/j.ahj.2020.12.004.Peer-Reviewed Original ResearchConceptsPeripheral vascular interventionsPCD usePaclitaxel-coated devicesChronic total occlusionSignificant differencesCause mortalityAnalytic cohortFemoropopliteal lesionsOverall cohortPopliteal arteryPrimary outcomeRegistry analysisTotal occlusionUnadjusted ratesFemoropopliteal stenosesInverse probability weightingVascular interventionsAmerican CollegePatientsPractice settingsMortalityReal-world useClaim outcomesDevice useOutcomes
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