High-fidelity fast volumetric brain MRI using synergistic wave-controlled aliasing in parallel imaging and a hybrid denoising generative adversarial network
Ziyu Li, Qiyuan Tian, Chanon Ngamsombat, Samuel C. D. Cartmell, John Conklin, Augusto Lio M. Gonçalves Filho, Wei‐Ching Lo, Guangzhi Wang, Kui Ying, Kawin Setsompop, Qiuyun Fan, Berkin Bilgiç, Stephen Cauley, Susie Y. Huang
This paper introduces HDnGAN, a hybrid denoising GAN that improves the quality of fast volumetric MRI by denoising Wave-CAIPI images, achieving better SNR, sharpness, and lesion conspicuity than existing methods.
Medical Physics · Dec 28, 2021Peer-reviewedNeuroscience