Author: Jae Eun Song, Jaewook Shin, Hongpyo Lee, Ho Joon Lee, Won-Jin Moon, Dong-Hyun Kim
Blind Source Separation for Myelin Water Fraction Mapping using Multi-echo Gradient Echo Imaging
IEEE Transactions on Medical Imaging. 10.1109/TMI.2020.2967068
Tool : Matlab
Github Link : https://github.com/Yonsei-MILab/rPCA-MWF
Cerebral-Microbleeds-Detection
Author: Mohammed A. Al-masni, Woo-Ram Kim, Eung Yeop Kim, Young Noh,and Dong-Hyun Kim
Automated Detection of Cerebral Microbleeds in MR Images: A Two-Stage Deep Learning Approach
Neuroimage: Clinical. Volume 28, 2020, 102464. https://doi.org/10.1016/j.nicl.2020.102464
Tool : Python
Github Link : https://github.com/Yonsei-MILab/Cerebral-Microbleeds-Detection
Biomedical-Image-Segmentation-via-CMM-Net
Author: Sozzy Jung, Hongpyo Lee, Kanghyun Ryu, Jae Uen Song, Mina Park, Won-Jun Moon and Dong-Hyun Kim
Artificial neural network for multi-echo gradient echo based myelin water fraction estimation
Magnetic Resonance in Medicine. 2021; Jan. 85(1):380-389, 10.1002/mrm.28407
Tool : Python
Github Link : https://github.com/Yonsei-MILab/ANN-MWF
Author: Mohammed A. Al-masni, Woo-Ram Kim, Eung Yeop Kim, Young Noh,and Dong-Hyun Kim
3D Multi-Scale Residual Network Toward Lacunar Infarcts Identification from MR Images with Minimal User Intervention
Tool : Python
Github Link : https://github.com/Yonsei-MILab/Lacunes-Identification
Joint Parallel Imaging reconstruction with Deep Learning for Multi-Contrast Synthetic MRI
Author: Jae-Hun Lee, Kanghyun Ryu, Sung-Min Gho, Ho-Sung Kim, Mohammed A. Al-masni and Dong-Hyun Kim
Joint Parallel Imaging reconstruction with Deep Learning for Multi-Contrast Synthetic MRI
ISMRM 28th Annual Meeting & Exhibition, 08-13 August 2020. Paris Expo Porte de Versailles, Paris, France.
Tool : Python & Matlab
Github Link : https://github.com/KHRyu8985/Joint_Reconstruction_Synthetic_MR
MRI motion artifact simulation tool (View2Dmotion)
Stacked U-Nets with Self-Assisted Priors for MRI motion artifact correction