Machine learning phenotyping of scarred myocardium from cine in hypertrophic cardiomyopathy
Mancio J, Pashakhanloo F, El-Rewaidy H, Jang J, Joshi G, Csecs I, Ngo L, Rowin E, Manning W, Maron M, Nezafat R. Machine learning phenotyping of scarred myocardium from cine in hypertrophic cardiomyopathy. European Heart Journal - Cardiovascular Imaging 2021, 23: 532-542. PMID: 33779725, PMCID: PMC9125682, DOI: 10.1093/ehjci/jeab056.Peer-Reviewed Original ResearchSensitivity of Myocardial Radiomic Features to Imaging Parameters in Cardiac MR Imaging
Jang J, El‐Rewaidy H, Ngo L, Mancio J, Csecs I, Rodriguez J, Pierce P, Goddu B, Neisius U, Manning W, Nezafat R. Sensitivity of Myocardial Radiomic Features to Imaging Parameters in Cardiac MR Imaging. Journal Of Magnetic Resonance Imaging 2021, 54: 787-794. PMID: 33650227, PMCID: PMC9190024, DOI: 10.1002/jmri.27581.Peer-Reviewed Original ResearchConceptsRadiomic featuresIn-plane spatial resolutionImaging parametersSpatial resolutionBalanced steady-state free precessionCardiac magnetic resonanceIn-plane resolutionStandardized mean differenceSteady-state free precessionParallel imaging techniquesFlip angleCardiac MRCardiac MR imagesFree precessionMean differenceSlice thicknessMR imagingMagnetic resonanceCalculated valuesMyocardial contoursSequence parametersImaging techniquesWavelet filters