Yilin Liu1, Yong Chen2, and Pew-thian Yap1
1University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, 2Case Western Reserve University, Cleveland, OH, United States
1University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, 2Case Western Reserve University, Cleveland, OH, United States
We develop a 3D MRF sequence coupled with a novel end-to-end deep learning image reconstruction framework for rapid and simultaneous whole-brain quantification of T1 and T2 relaxation times with isotropic submillimeter spatial resolution.
Fig 1. (A) The original MRF framework. (B) Our approach.
Fig 2. Low-resolution (left) and high-resolution (right) T1 and T2 maps of the same subject.