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Chapter and Conference Paper
Automatic Scar Segmentation from DE-MRI Using 2D Dilated UNet with Rotation-Based Augmentation
Delayed enhancement (DE) MRI is an important tool in diagnosis of cardiovascular disease as it can reveal different characteristics of the myocardium scars including infarction and no-reflow. Automatic segment...
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Chapter
Acute Myocardial Infarction and Postinfarction Remodeling
Cardiac magnetic resonance (CMR) is ideally suited to evaluate the consequences of myocardial ischemia and infarction (MI) because of its excellent spatial resolution and ability to characterize tissue. Cine C...
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Chapter
T1 Map** in Cardiac Hypertrophy
Cardiac hypertrophy is defined as an increase in left ventricular mass and can result from a number of underlying pathologies including hypertensive heart disease, physiological hypertrophy in athletic heart, ...
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Chapter and Conference Paper
Advanced Normalization Tools for Cardiac Motion Correction
We present our submission to the STACOM 2014 MoCo challenge for motion correction of dynamic contrast myocardial perfusion MRI. Our submission is based on the publicly available Advanced Normalization Tools (A...