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DeepResp: Deep Neural Network for respiration-induced artifact correction in 2D multi-slice GRE

Author:Hongjun An  Hyeong-Geol Shin  Sooyeon Ji  Woojin Jung  Sehong Oh  Dongmyung Shin  Juhyung Park  Jongho Lee  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Motion Correction Strategies  

Session Name:Motion: Methods  

Program Number:1352  

Room Session:Concurrent 1  

Institution:Hankuk University of Foreign Studies  Seoul National University  

DeepTSE-T2: Deep learning-powered T2 mapping with B1+ estimation using a product double-echo Turbo Spin Echo sequence

Author:Hwihun Jeong  Hyeong-Geol Shin  Sooyeon Ji  Jinhee Jang  Hyun-Soo Lee  Yoonho Nam  Jongho Lee  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:0328  

Room Session:Concurrent 1  

Institution:Hankuk University of Foreign Studies  Seoul National University  Siemens healthineers Ltd  The Catholic University of Korea  

DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient directions and b-values

Author:Juhyung Park  Woojin Jung  Eun-Jung Choi  Se-Hong Oh  Dongmyung Shin  Hongjun An  Jongho Lee  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Microstructure: Modelling Gray & White Matter Diffusion  

Session Name:Diffusion: Phantoms & Simulations  

Program Number:3405  

Room Session:Concurrent 4  

Institution:Hankuk University of Foreign Studies  Seoul National University  

Generalization of deep learning-based QSM by expanding the diversity of spatial gradient in training data

Author:Woojin Jung  Steffen Bollmann  Se-Hong Oh  Hyeong-Geol Shin  Sooyeon Ji  Jongho Lee  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Improving Susceptibility Mapping: Greater Speed, Information & Accuracy  

Session Name:Susceptibility: Models & Mapping  

Program Number:3977  

Room Session:Concurrent 2  

Institution:Hankuk University of Foreign Studies  Seoul National University  The University of Queensland