Artificial intelligence-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography: a multicentre study
Oikonomou E, Vaid A, Holste G, Coppi A, McNamara R, Baloescu C, Krumholz H, Wang Z, Apakama D, Nadkarni G, Khera R. Artificial intelligence-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography: a multicentre study. The Lancet Digital Health 2025, 7: e113-e123. PMID: 39890242, DOI: 10.1016/s2589-7500(24)00249-8.Peer-Reviewed Original ResearchConceptsYale New Haven Health SystemPoint-of-care ultrasonographyMount Sinai Health SystemTransthyretin amyloid cardiomyopathyArtificial intelligenceHealth systemAmyloid cardiomyopathyHypertrophic cardiomyopathyRetrospective cohort of individualsCardiomyopathy casesTesting artificial intelligenceConvolutional neural networkSinai Health SystemCohort of individualsOpportunistic screeningHypertrophic cardiomyopathy casesMulti-labelPositive screenAI frameworkEmergency departmentMortality riskNeural networkLoss functionCardiac ultrasonographyAugmentation approachPredicting Mortality in Patients Hospitalized With Acute Myocardial Infarction: From the National Cardiovascular Data Registry
Faridi K, Wang Y, Minges K, Smilowitz N, McNamara R, Kontos M, Wang T, Connors A, Clary J, Osborne A, Pereira L, Curtis J, Blankinship K, Mayfield J, Abbott J. Predicting Mortality in Patients Hospitalized With Acute Myocardial Infarction: From the National Cardiovascular Data Registry. Circulation Cardiovascular Quality And Outcomes 2025, 18: e011259. PMID: 39801472, PMCID: PMC11919567, DOI: 10.1161/circoutcomes.124.011259.Peer-Reviewed Original ResearchConceptsNational Cardiovascular Data Registry Chest Pain-MI RegistryIn-hospital mortalityAcute myocardial infarctionChest Pain-MI RegistryOut-of-hospital cardiac arrestRisk scoreRisk-standardized modelsNational Cardiovascular Data RegistryAcute MI hospitalizationsPatient characteristicsMyocardial infarctionContemporary risk modelsIn-hospital mortality rateMI hospitalizationST-segment elevation MIIndependent predictor of mortalityMortality risk predictionSystolic blood pressureMortality riskPredictors of mortalityHospital volumePatient prognosticationData RegistryRisk modelSimplified risk score
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