Multi‐domain convolutional neural network (MD‐CNN) for radial reconstruction of dynamic cardiac MRI
El‐Rewaidy H, Fahmy A, Pashakhanloo F, Cai X, Kucukseymen S, Csecs I, Neisius U, Haji‐Valizadeh H, Menze B, Nezafat R. Multi‐domain convolutional neural network (MD‐CNN) for radial reconstruction of dynamic cardiac MRI. Magnetic Resonance In Medicine 2020, 85: 1195-1208. PMID: 32924188, DOI: 10.1002/mrm.28485.Peer-Reviewed Original ResearchMeSH KeywordsDeep LearningHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMagnetic Resonance Imaging, CineMaleNeural Networks, ComputerRetrospective StudiesConceptsStructural similarity indexMulti-domain convolutional neural networkMean-squared-errorConvolutional neural networkMD-CNNNeural networkDynamic cardiac MRIComplex-valued networksCardiac MR cine imagesK-space interpolationProcessing MR dataImage domainTemporal fidelityUndersampled datasetsFast reconstructionCine imagesK-spaceArtifact suppressionMR cine imagesSimilarity indexCine dataBorder sharpnessNetworkLong scan timesNon-sinus rhythm