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Brain Tumor Segmentation Using3D CMM-Net withLimited and Accessible MR Images

Author:Yoonseok Choi  Mohammed Al-masni  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction I  

Program Number:0852  

Room Session:Exhibition Hall:S8 & S9  

Institution:Department of Electrical and Electronic Engineering, Yonsei University  

Feasibility study for conductivity reconstructions from spin-echo images using artificial neural network with simulation data in 3T MR system

Author:Kyu-Jin Jung  Stefano Mandija  Jun-Hyung Kim  Chuanjiang Cui  Sanghyeok Choi  Jaeuk Yi  Mina Park  Cornelis A.T. van den Berg  Dong-Hyun Kim  

Session Type:Oral  

Session Date:Thursday, 12 May 2022  

Topic:Module 23: MR Contrasts  

Session Name:Thermometry & Electrical Property Mapping  

Program Number:0705  

Room Session:N11 (Breakout A)  

Institution:Department of Electrical and Electronic Engineering, Yonsei University  Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine  Department of Radiotherapy, UMC Utrecht  Computational Imaging Group for MR Diagnostics and  

Signal prediction in echo dimension of multi-echo gradient echo using multi-layer seq2seq model

Author:Jisu Yun  Seul Lee  Muyul Park  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Image Acquisition & Reconstruction I  

Program Number:1059  

Room Session:Exhibition Hall:S8 & S9  

Institution:Department of Electrical and Electronic Engineering, Yonsei University