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

Deep prior for suppressing noise amplification and edge preservation in Phase-based EPT with Low-SNR image

Author:Chuanjiang Cui  Jun-Hyeong Kim  Kyu-Jin Jung  Jaeuk Yi  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Thursday, 12 May 2022  

Topic:Module 23: MR Contrasts  

Session Name:Electromagnetic Properties & Oximetry  

Program Number:2914  

Room Session:Exhibition Hall:S8 & S9  

Institution:Yonsei University  

Gibbs-ringing Removal through Anti-aliased Deep Priors

Author:Jaeuk Yi  Chuanjiang Cui  Kyu-Jin Jung  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 15: Data Acquisition & Artifacts  

Session Name:Motion & Artifacts II  

Program Number:0956  

Room Session:Exhibition Hall:S8 & S9  

Institution:Yonsei University  

Investigation of asymmetric undersampling scheme in accelerated flow imaging for improving velocity and turbulence kinetic energy estimation

MoDGAN: Unsupervised rigid motion detection and correction with generative adversarial networks

Author:Mu-Yul Park  Seul Lee  Kyu-Jin Jung  Jisu Yun  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 15: Data Acquisition & Artifacts  

Session Name:Motion & Artifacts I  

Program Number:0863  

Room Session:Exhibition Hall:S8 & S9  

Institution:Yonsei University  

Motion Correction of Contrast-enhanced Pediatric Brain MRI with Optional Non-contrast-enhanced Synthesis within a Single Neural Network

Myelin Water Imaging using Dimensionality Reduction

Author:Jae Eun Song  Shreyas Vasanawala  Dong-Hyun Kim  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 17: White Matter & Nervous System  

Session Name:White Matter & Nervous System III  

Program Number:3362  

Room Session:3  

Institution:Stanford University  Yonsei University  

PedQ-NET : Unsupervised Model-Based Joint-Loss Deep learning for Pediatric QSM

Self-Assisted Priors with Cascaded Refinement Network for Reduction of Rigid Motion Artifacts in Brain MRI

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

Triplanar Ensemble Detection Network (TPE-Det): A Single End-to-End Model for Efficient Detection of Cerebral Microbleeds in MR Images

Triplanar Ensemble Detection Network (TPE-Det): A Single End-to-End Model for Efficient Detection of Cerebral Microbleeds in MR Images

Unsupervised Deep Learning using modified Cycle Generative Adversarial Network for rigid motion correction in pediatric brain MRI

ViT-PU-Net: Volumetric Phase Unwrapping for MR images based on Vision Transformer

ViT-PU-Net: Volumetric Phase Unwrapping for MR images based on Vision Transformer