2024
Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention
Callegari S, Romain G, Cleman J, Scierka L, Jacque F, Smolderen K, Mena‐Hurtado C. Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention. Journal Of The American Heart Association 2024, 13: e034477. PMID: 38761075, PMCID: PMC11179837, DOI: 10.1161/jaha.124.034477.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overChronic Limb-Threatening IschemiaFemaleHumansMachine LearningMaleMiddle AgedPeripheral Arterial DiseaseRegistriesRetrospective StudiesRisk AssessmentRisk FactorsTime FactorsUnited StatesConceptsChronic limb-threatening ischemiaPeripheral vascular interventionsHealth careLimb-threatening ischemiaMortality predictorsLong-term mortality riskMultidimensional risk factorsBody mass indexLong-term mortality predictorsImprove individualized careVascular interventionsIndividualized careAssisted careBiopsychosocial modelMortality riskCareMass indexRisk factorsMedical comorbiditiesRisk profileInterventionMortality rateChronic kidney diseaseMortalityPredictive variables
2023
Comparison of lower extremity bypass and peripheral vascular intervention for chronic limb-threatening ischemia in the Medicare-linked Vascular Quality Initiative
Cleman J, Romain G, Grubman S, Guzman R, Smolderen K, Mena-Hurtado C. Comparison of lower extremity bypass and peripheral vascular intervention for chronic limb-threatening ischemia in the Medicare-linked Vascular Quality Initiative. Journal Of Vascular Surgery 2023, 78: 745-753.e6. PMID: 37207790, PMCID: PMC10964324, DOI: 10.1016/j.jvs.2023.05.015.Peer-Reviewed Original ResearchConceptsChronic limb-threatening ischemiaLower extremity bypassPeripheral vascular interventionsVascular Quality InitiativeLimb-threatening ischemiaCause mortalityRisk of deathExtremity bypassVascular interventionsQuality InitiativeCox proportional hazards regressionKaplan-Meier survival curvesProportional hazards regressionOverall mean ageLogistic regression modelsComparative effectiveness researchKnee poplitealMedicare registryInfrapopliteal arteriesHazards regressionMean ageThirty-dayHispanic ethnicityOutcome dataTreatment groups