Access to Electrophysiologic Care for Medicare Beneficiaries Across the United States: Travel Distance and Time to Nearest Clinician, 2013-2020
Khaloo P, Wheelock K, Hanna J, Kapadia S, Pedroso A, Nabi W, Aminorroaya A, Freeman J, Khera R. Access to Electrophysiologic Care for Medicare Beneficiaries Across the United States: Travel Distance and Time to Nearest Clinician, 2013-2020. Heart Rhythm 2025 PMID: 40935055, DOI: 10.1016/j.hrthm.2025.09.013.Peer-Reviewed Original ResearchElectrophysiological careMedicare beneficiariesZip codesPercentage of Hispanic residentsSocio-economically disadvantaged groupsResidents of rural areasAnnual income <Multivariate logistic regression modelHigh school educationLogistic regression modelsUnited StatesUS zip codesSociodemographic factorsCardiovascular careOlder adultsGeographic disparitiesHealthcare ResearchPractitioner dataHispanic residentsLong travel timesMedicare providersPacemaker implantationMedicare PhysicianAF ablationUS countiesComputational Phenomapping of Randomized Clinical Trial Participants to Enable Assessment of Their Real-World Representativeness and Personalized Inference
Thangaraj P, Oikonomou E, Dhingra L, Aminorroaya A, Jayaram R, Suchard M, Khera R. Computational Phenomapping of Randomized Clinical Trial Participants to Enable Assessment of Their Real-World Representativeness and Personalized Inference. Circulation Cardiovascular Quality And Outcomes 2025, 18: e011306. PMID: 40261065, PMCID: PMC12203226, DOI: 10.1161/circoutcomes.124.011306.Peer-Reviewed Original ResearchConceptsElectronic health record patientElectronic health recordsDistance metricRandomized clinical trialsElectronic health record dataMachine learning methodsYale New Haven Health SystemElectronic health record cohortRandomized clinical trial participantsLearning methodsHeart failureClinical trial participationTOPCAT participantsReal worldMultidimensional metricRCT participantsHealth recordsTreatment effectsHealth systemCharacteristics of patientsRandomized clinical trial cohortsTrial participantsMetricsUnited StatesNovel statistic
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply