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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...

    Xue Feng, Christopher M. Kramer in Statistical Atlases and Computational Mode… (2021)

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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...

    Christopher M. Kramer, Michael Salerno in Cardiovascular Magnetic Resonance Imaging (2019)

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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, ...

    Michael Salerno, Christopher M. Kramer in T1-Map** in Myocardial Disease (2018)

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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...

    Nicholas J. Tustison, Yang Yang in Statistical Atlases and Computational Mode… (2015)