“Big Data” Analyses Underlie Clinical Discoveries at the Aortic Institute
Zafar M, Ziganshin B, Li Y, Ostberg N, Rizzo J, Tranquilli M, Mukherjee S, Elefteriades J. “Big Data” Analyses Underlie Clinical Discoveries at the Aortic Institute. The Yale Journal Of Biology And Medicine 2023, 96: 427-440. PMID: 37780996, PMCID: PMC10524815, DOI: 10.59249/lndz2964.Peer-Reviewed Original ResearchConceptsBig dataArtificial intelligenceThoracic aortic aneurysmArtificial intelligence techniquesData setsAortic aneurysmLarge clinical data setsIntelligence techniquesAdvanced machineYale-New Haven HospitalClinical data setsAortic aneurysm patientsAortic root dilatationBicuspid aortic valveProspective clinical databaseNew Haven HospitalLarge genetic data setsIntelligenceSequencing filesThoracoabdominal aortaAortic dilatationMale patientsRisk prognosticationRoot dilatationSurgical treatmentBicuspid aortopathy does not require earlier surgical intervention
Zafar M, Wu J, Vinholo T, Li Y, Papanikolaou D, Ellauzi H, Ostberg N, Kalyanasundaram A, Kalogerakos P, Mukherjee S, Ziganshin B, Rizzo J, Elefteriades J. Bicuspid aortopathy does not require earlier surgical intervention. Journal Of Thoracic And Cardiovascular Surgery 2023, 168: 760-769.e4. PMID: 37088130, DOI: 10.1016/j.jtcvs.2023.04.017.Peer-Reviewed Original ResearchBicuspid aortic valveAdverse aortic eventsEvent-free survivalAortic eventsAortic sizeAortic diameterAortic growth rateEarly surgical interventionLong-term complicationsRisk of complicationsThoracic aortic aneurysmAortic deathComplication rateSurgical repairOperative repairProphylactic surgerySurgical interventionAortic aneurysmAortic valveSurgical correctionBicuspid aortopathyRelative riskExpert centersTAV-ATAAPatients