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HDnGAN: High-fidelity ultrafast volumetric brain MRI using a hybrid denoising generative adversarial network

Author: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 Huang  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:0390  

Room Session:Concurrent 1  

Institution:Massachusetts General Hospital  Siemens Medical Solutions  Stanford University  Tsinghua University  Mahidol University  

SRDTI: Deep learning-based super-resolution for diffusion tensor MRI

Author:Qiyuan Tian  Ziyu Li  Qiuyun Fan  Chanon Ngamsombat  Yuxin Hu  Congyu Liao  Fuyixue Wang  Kawin Setsompop  Jonathan Polimeni  Berkin Bilgic  Susie Huang  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Diffusion: Encoding & Estimation  

Session Name:Diffusion: Encoding, Estimation & Machine Learning  

Program Number:2446  

Room Session:Concurrent 3  

Institution:Massachusetts General Hospital  Stanford University  Tsinghua University  Harvard Medical School