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Fiber orientation robust myelin water fraction mapping using complex-valued neural network in multi-echo gradient echo

Author:Soozy Jung  Kanghyun Ryu  Jae Eun Song  Mina Park  Dong-Hyun Kim  

Institution:Gangnam Severance Hospital  Yonsei University  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1290  

Room Live Q&A Session:Thursday Parallel 2  

Improving Phase-based Conductivity Reconstructions by Means of Deep Learning-based Denoising of B1+ Phase Data

Author:Kyu-Jin Jung  Stefano Mandija  Jun-Hyeong Kim  Kanghyun Ryu  Soozy Jung  Mina Park  Mohammed Al-masni  Cornelis van den Berg  Dong-Hyun Kim  

Institution:Gangnam Severance Hospital  University Medical Center Utrecht  Yonsei University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Quantitative Tissue Properties  

Session Name:Contrast Mechanisms: Beyond the Usual Suspects  

Program Number:0181  

Room Live Q&A Session:Monday Parallel 1  

Joint Parallel Imaging reconstruction with Deep Learning for Multi-Contrast Synthetic MRI

Author:Jae-Hun Lee  Kanghyun Ryu  Sung-Min Gho  Ho-Sung Kim  Mohammed Al-masni  Dong-Hyun Kim  

Institution:Asan Medical Center  GE Healthcare  Yonsei University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:System Imperfections, Artifacts, and More  

Session Name:Machine Learning: Artifact Correction, Quantification & Reconstruction  

Program Number:0678  

Room Live Q&A Session:Tuesday Parallel 3