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Complex-Valued Spatial-Temporal Super-Resolution Combined with Multi-Band Technique on MRI temperature mapping
Duohua Sun1, Jean-Philippe Galons2, Chidi Ugonna1, Silu Han1, and Nan-kuei Chen1
1Biomedical Engineering, The University of Arizona, Tucson, AZ, United States, 2Medical Imaging, The University of Arizona, Tucson, AZ, United States
Phase information can be utilized to significantly reduce the susceptibility artifact, benefiting applications relying on phase mapping.
Fig. 1. (A): High-resolution ground truth image; (B): Single image vector extraction; (C): Temporal phase expansion; (E-F): Forming low-resolution dynamic images; (G): Adding Gaussian noise, extracting local ROI; (H): Forming a denoised local ROI multi-band-low-resolution dynamic images; (I): Coil sensitivities; (J): Separating multi-band and concatenating with the noise-free non-ROI low-resolution dynamic images to form low-resolution local ROI dynamic images; (K): The reconstruction matrix.
Fig. 2. Simulation results on through-plane susceptibility effect on a single voxel. (AB): Demonstration of the geometry of single voxel; ((a1), (b1)): Signal intensity with T2* decay without the present of susceptibility gradient; Linear (a2) and nonlinear (b2) susceptibility gradients along the slice selection direction; ((a3), (b3)): Signal intensity with both T2* decay and susceptibility gradient; ((a4), (b4)): Dephasing effect vs echo time; ((a5), (b5)): Dephasing effect vs slice thickness.