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Abstract #1865

Improving Fluorine Imaging Through Optimized Acquisitions and Advanced Reconstruction Techniques

Samuel Fielden1, Alexander Klibanov1, 2, Frederick H. Epstein1, 3, Yaqin Xu1, Brent French1, 2, Craig Meyer1, 3

1Biomedical Engineering, University of Virginia, Charlottesville, VA, United States; 2Medicine, University of Virginia, Charlottesville, VA, United States; 3Radiology, University of Virginia, Charlottesville, VA, United States

Fluorine-19 (19F) is an attractive second-nucleus for contrast-enhanced MRI. However, for 19F cellular and molecular imaging, in order to achieve useful image resolution in reasonable scan times, methods must be developed to efficiently generate and utilize signal arising from small volumes of contrast agent. Here, we attempt to improve 19F imaging of cardiac inflammation through a 3-pronged approach: First, through pulse sequences optimized to maximize SNR; second, by incorporating side information from proton images in a constrained iterative reconstruction; finally, by exploiting the underlying sparsity of 19F images using model-based image reconstructions.

Keywords

accounted achieve acquisition acquisitions additional administered advanced agent anatomical applied arising artifacts assuming attractive axis bandwidth biomedical briefly cardiac cellular choice combinations concentration concurrently consisting constrained constraint constraints containing contrast correlates damaged defined delivered derived desired developed dilutions displayed distribution edge effectively efficiency efficiently enforced enforcing engineering enhanced equation example expense experiment exploit exploited exploiting explore extent field finally fluorine gated gating good gradient highest hour improve improved improving in vivo incorporated incorporating incorporation indicating induced infarct infarction infiltration inflammation inherently inhomogeneity iterative labeling localizer locally long loss macrophage macrophages make manually mask maximal maximize maximizing medicine minutes model molecular must myocardial myocardium natural next norm nucleus onto optimized phantom plus preserves previously promote pronged proton pulse quadratic quantified radiology rapid reasonable reconstruction reconstructions recruitment regularizing resistance resolution secondary seek segmented sensitivity serial sharpness short side simple smoothness sparsity spatial superimposed surgically systematic table tissue underlying useful utilize utilizing various vial volume volumes