High-fidelity fast volumetric brain MRI using synergistic wave-controlled aliasing in parallel imaging and a hybrid denoising generative adversarial network (HDnGAN)

• Main Authors: Ziyu Li, Qiyuan Tian, Chanon Ngamsombat, Samuel Cartmell, John Conklin, Augusto Lio M.Gonçalves Filho, Wei Ching Lo, Guangzhi Wang, Kui Ying, Kawin Setsompop, Qiuyun Fan, Berkin Bilgic, Stephen Cauley, Susie Y. Huang
• Other Authors: Siriraj Hospital
• Format: Article
• Published: 2022
• Subjects: Biochemistry, Genetics and Molecular Biology; Medicine
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/73455
• Institution: Mahidol University

Purpose: The goal of this study is to leverage an advanced fast imaging technique, wave-controlled aliasing in parallel imaging (Wave-CAIPI), and a generative adversarial network (GAN) for denoising to achieve accelerated high-quality high-signal-to-noise-ratio (SNR) volumetric magnetic resonance im...