2022
Machine learning to define phenotypes and outcomes of patients hospitalized for heart failure with preserved ejection fraction: Findings from ASCEND-HF
Murray EM, Greene SJ, Rao VN, Sun JL, Alhanti BA, Blumer V, Butler J, Ahmad T, Mentz RJ. Machine learning to define phenotypes and outcomes of patients hospitalized for heart failure with preserved ejection fraction: Findings from ASCEND-HF. American Heart Journal 2022, 254: 112-121. PMID: 36007566, DOI: 10.1016/j.ahj.2022.08.009.Peer-Reviewed Original ResearchConceptsASCEND-HF trialAtrial fibrillationBlood pressureEjection fractionHeart failureLatent class analysisOutcomes of patientsLong-term outcomesYoung menFour-hour urine outputDistinct phenotypesAcute HFRenal impairmentClinical profileUrine outputASCEND-HFClinical benefitHeterogenous diseaseClinical dataOlder womenHFpEFPatientsOlder individualsCluster 3Asian women
2021
Impact of Obesity on Heart Transplantation Outcomes
Chouairi F, Milner A, Sen S, Guha A, Stewart J, Jastreboff AM, Mori M, Clark KA, Miller PE, Fuery MA, Rogers JG, Notarianni A, Jacoby D, Maulion C, Anwer M, Geirsson A, Desai NR, Ahmad T, Mullan CW. Impact of Obesity on Heart Transplantation Outcomes. Journal Of The American Heart Association 2021, 10: e021346. PMID: 34854316, PMCID: PMC9075353, DOI: 10.1161/jaha.121.021346.Peer-Reviewed Original ResearchConceptsBody mass indexHigher BMI categoriesImpact of obesityHeart transplantation outcomesBMI categoriesTransplantation outcomesHeart transplantationHigher body mass indexAllocation system changeAdvanced heart failureOrgan Sharing databaseObese BMI categoriesVentricular assist deviceNew Organ ProcurementPosttransplant deathPosttransplantation deathPosttransplant mortalityBackground PatientsBMI 18.5Adult patientsCohort studyHeart failureHeart transplantSharing databaseWaitlist deaths