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AutoSON: Automated Sequence Optimization by joint training with a Neural network

Author:Hongjun An  Dongmyung Shin  Hyeong-Geol Shin  Woojin Jung  Jongho Lee  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:1762  

Room Session:Concurrent 1  

Institution:Seoul National University  

Consistency, ablation, and scalability studies of DeepRF

Author:Dongmyung Shin  Jiye Kim  Juhyung Park  Jongho Lee  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:New strategies in RF Pulse Design  

Session Name:RF Pulses  

Program Number:3959  

Room Session:Concurrent 1  

Institution:Seoul National University  

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  

DeepRF-Grad: Simultaneous design of RF pulse and slice selective gradient using self-learning machine

Author:Jiye Kim  Dongmyung Shin  Juhyung Park  Hwihun Jeong  Jongho Lee  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:New strategies in RF Pulse Design  

Session Name:RF Pulses  

Program Number:3957  

Room Session:Concurrent 1  

Institution:Seoul National University  

DeepSlider: Deep learning-powered gSlider for improved robustness and performance

Author:Juhyung Park  Dongmyung Shin  Hyeong-Geol Shin  Jiye Kim  Jongho Lee  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:1759  

Room Session:Concurrent 1  

Institution:Seoul National University  

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