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Highly accelerated 3D MPRAGE using deep neural network–based reconstruction for brain imaging in children and young adults

Authors Woojin Jung1, JeeYoung Kim2, Jingyu Ko1, Geunu Jeong1 & Hyun Gi Kim2   1. AIRS Medical, Seoul, Republic of Korea 2. Department...

Deep Learning in MR Image Processing

Authors Doohee Lee1, Jingu Lee1, Jingyu Ko1, Jaeyeon Yoon1, Kanghyun Ryu2, Yoonho Nam3   1. Laboratory for Imaging Science and Technology,...

Real-time processing of myelin water imaging using artificial neural network

Authors Jieun Lee1, Doohee Lee1, Joon Yul Choi1, Dongmyung Shin1, Hyeong-Geol Shin1, and Jongho Lee1   1. Department of Electrical and...

g-factor attention model for deep neural network powered parallel imaging: gANN

Authors Jaeyeon Yoon1,2, Doohee Lee1,2, Jingyu Ko1,2, Jingu Lee1, Yoonho Nam3,4, and Jongho Lee1   1. Seoul National University, Seoul,...

Quad-contrast imaging with deep learning-powered reconstruction: 2-minute neuro-evaluation

Authors Sooyeon Ji1, Doohee Lee1, Se-Hong Oh2, and Jongho Lee1   1. Electrical and Computer Engineering, Seoul National University, Seoul,...

Quantitative susceptibility mapping using deep neural network: QSMnet

Authors Jaeyeon Yoona, 1, Enhao Gongb, c, 1, Itthi Chatnuntawechd, Berkin Bilgice, Jingu Leea, Woojin Jung a, Jingyu Koa, Hosan Junga, Kawin Setsompope,...

Accelerated multi-contrast imaging powered by machine learning: preliminary results

Authors Doohee Lee1,2, Jaeyeon Yoon1,2, Jingyu Ko1,2, Jingu Lee1,2, Yoonho Nam3,4, and Jongho Lee1     1. Seoul National University, Seoul,...
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