Background: Myocardial scars are assessed noninvasively using cardiovascular magnetic
resonance late gadolinium enhancement (LGE) as an imaging gold standard. A contrast …

Background The clinical utility of late gadolinium enhancement (LGE) cardiac MRI is limited
by the lack of standardization, and time-consuming postprocessing. In this work, we tested …

Background Quantification of myocardium scarring in late gadolinium enhanced (LGE)
cardiac magnetic resonance imaging can be challenging due to low scar‐to‐background …

Objectives The aim of this study was to assess the effect of a deep learning (DL)–based
reconstruction algorithm on late gadolinium enhancement (LGE) image quality and to …

Background Visualizing fibrosis on cardiac magnetic resonance (CMR) imaging with
contrast enhancement (late gadolinium enhancement; LGE) is paramount in characterizing …

Background: Late gadolinium enhancement (LGE) cardiovascular magnetic resonance
(CMR) imaging is the gold standard for noninvasive myocardial tissue characterization but …

Purpose Three‐dimensional (3D) late gadolinium enhancement magnetic resonance (LGE‐
MR) imaging enables the quantification of myocardial scar at high resolution with …

Purpose Accurate three‐dimensional (3D) segmentation of myocardial replacement fibrosis
(ie, scar) is emerging as a potentially valuable tool for risk stratification and procedural …

Objective The aim of this paper is to investigate the use of fully convolutional neural
networks (FCNNs) to segment scar tissue in the left ventricle from cardiac magnetic …

Purpose To test whether texture analysis (TA) allows for the diagnosis of subacute and
chronic myocardial infarction (MI) on noncontrast material–enhanced cine cardiac magnetic …