2025
Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study
Dhingra L, Aminorroaya A, Sangha V, Pedroso A, Asselbergs F, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study. European Heart Journal 2025, 46: 1044-1053. PMID: 39804243, PMCID: PMC12086686, DOI: 10.1093/eurheartj/ehae914.Peer-Reviewed Original ResearchYale New Haven Health SystemELSA-BrasilPCP-HFUK BiobankHF riskBrazilian Longitudinal Study of Adult HealthLongitudinal Study of Adult HealthBrazilian Longitudinal StudyRisk of new-onset HFPooled Cohort EquationsPrimary HF hospitalizationsHigher HF riskHarrell's C-statisticRisk of deathNew-onset HFCohort EquationsHealth systemComprehensive clinical evaluationAdult HealthHeart failureIncident HFHF hospitalizationBaseline HFC-statisticPrevent HF
2018
Trends in Heart failure Hospitalization, In-hospital Mortality, Length of Stay and Disposition, Among ESRD patients on Dialysis (2001-2014)
Inampudi C, Akintoye E, Alvarez P, Bhama J, Briasoulis A. Trends in Heart failure Hospitalization, In-hospital Mortality, Length of Stay and Disposition, Among ESRD patients on Dialysis (2001-2014). Journal Of Cardiac Failure 2018, 24: s104. DOI: 10.1016/j.cardfail.2018.07.393.Peer-Reviewed Original ResearchLength of stayEnd-stage renal diseasePrimary HF admissionsHospital mortalityESRD patientsHeart failureHF admissionsEnd-stage renal disease patientsStage renal disease patientsAnnual national ratesPrimary HF hospitalizationsHeart failure hospitalizationRenal disease patientsBackground Cardiovascular diseaseNational Inpatient SampleRate of admissionAnnual percentage changeHF hospitalizationFailure hospitalizationHome dischargeRenal diseaseDisease patientsInpatient SampleCardiovascular diseaseCommon cause
2017
National Trends in Admission and In‐Hospital Mortality of Patients With Heart Failure in the United States (2001–2014)
Akintoye E, Briasoulis A, Egbe A, Dunlay S, Kushwaha S, Levine D, Afonso L, Mozaffarian D, Weinberger J. National Trends in Admission and In‐Hospital Mortality of Patients With Heart Failure in the United States (2001–2014). Journal Of The American Heart Association 2017, 6: e006955. PMID: 29187385, PMCID: PMC5779014, DOI: 10.1161/jaha.117.006955.Peer-Reviewed Original ResearchConceptsPrimary HF admissionsHospital mortality rateHF admissionsHospital mortalityMortality ratePrimary HF hospitalizationsIn-Hospital MortalityNational Inpatient SampleRate of admissionHospital mortality trendsAnnual national estimatesAnnual rateHF hospitalizationAverage annual rateHF guidelinesHeart failureSecondary diagnosisInpatient SampleHospitalization trendsAmerican CollegeAdmissionMortality trendsNational estimatesMortalityManagement guidelines
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