2020
Artificial intelligence in medical imaging: A radiomic guide to precision phenotyping of cardiovascular disease
Oikonomou EK, Siddique M, Antoniades C. Artificial intelligence in medical imaging: A radiomic guide to precision phenotyping of cardiovascular disease. Cardiovascular Research 2020, 116: 2040-2054. PMID: 32090243, PMCID: PMC7585409, DOI: 10.1093/cvr/cvaa021.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsCardiac computed tomographyNon-invasive imagingCardiovascular imagingCardiovascular diseaseNon-invasive cardiovascular imagingCardiac CTCardiovascular risk stratificationFirst-line optionImportant clinical implicationsRisk stratificationUnstable patientsClinical careComputed tomographyCurrent evidenceClinical implicationsCardiac imagingRadiomics approachPatientsRadiomics methodTissue biologyCardiovascular diagnosticsDiseaseFuture studiesImagingPhenotyping
2019
Meta-Analysis of Transthoracic Echocardiography Versus Cardiac Magnetic Resonance for the Assessment of Aortic Regurgitation After Transcatheter Aortic Valve Implantation
Papanastasiou CA, Kokkinidis DG, Jonnalagadda AK, Oikonomou EK, Kampaktsis PN, Garcia MJ, Myerson SG, Karamitsos TD. Meta-Analysis of Transthoracic Echocardiography Versus Cardiac Magnetic Resonance for the Assessment of Aortic Regurgitation After Transcatheter Aortic Valve Implantation. The American Journal Of Cardiology 2019, 124: 1246-1251. PMID: 31466694, DOI: 10.1016/j.amjcard.2019.07.036.Peer-Reviewed Original ResearchConceptsTranscatheter aortic valve implantationCardiac magnetic resonanceSevere aortic regurgitationAortic regurgitationAortic valve implantationValve implantationPost-TAVI aortic regurgitationHierarchical summary receiver operator characteristic curveSeverity of ARLevel of agreementDiagnostic accuracyResidual aortic regurgitationReceiver operator characteristic curveOperator characteristic curveTransthoracic echocardiographyEchocardiographic assessmentMajor complicationsSummary receiver operator characteristic curveMagnetic resonanceAR assessmentElectronic databasesMeta-AnalysisSystematic reviewClinical settingKappa coefficient