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Automatic delicate segmentation of the intervertebral discs from MR spine images using deep convolutional neural networks: ICU-net

Author:Sewon Kim  Won Bae  Dosik Hwang  

Author Institution:VA San Diego Healthcare System  Yonsei University  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:09:00  

Session:Neuro Outside the Brain  

Program Number:5401  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 83  

Automatic Selection of Optimal Regularization Parameters in Compressed Sensing using No Reference Magnetic Resonance Image Quality Assessment.

Author:Kihun Bang  Jinseong Jang  Yohan Jun  Hanbyol Jang  Hojoon Lee  Dosik Hwang  

Author Institution:Yonsei University  Yonsei University College of Medicine  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Acquisition, Reconstruction & Analysis: Sparse & Low-Rank Models  

Program Number:2816  

Presentation Time:

Room Number:Exhibition Hall 2808-2827  

Computer Number:

Biliary Imaging & Pathology

Author:Mi-Suk Park  

Author Institution:Yonsei University  

Session Type:Weekend Course  

Session Date:Saturday, 16 June 2018  

Session Time:10:00  

Session:Body MRI: Realities & Controversies: Liver Imaging  

Program Number:

Presentation Time:11:06  

Room Number:S02  

Computer Number:

Brain Vessel Extraction without MRA / V using Deep Convolutional Neural Network

Author:Hyungseob Shin  Yohan Jun  Taeseong Kim  Taejoon Eo  Sungsoo Ahn  Dosik Hwang  

Author Institution:Yonsei University  Yonsei University College of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Neuroimaging: Pulse Sequences & Reconstruction  

Program Number:3171  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 97  

Deep Sinogram Learning for Radial MRI: Comparison with k-space and Image Learning

Author:Taeseong Kim  Taejoon Eo  Doohyun Park  Yohan Jun  Dosik Hwang  

Author Institution:Yonsei University  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Learning Image Reconstruction  

Program Number:2799  

Presentation Time:

Room Number:Exhibition Hall 2781-2807  

Computer Number:

Deep-learned 3D black-blood imaging using automatic labeling technique and 3D convolutional neural networks for detection of metastatic brain tumors

Author:Yohan Jun  Taejoon Eo  Taeseong Kim  Hyungseob Shin  Dosik Hwang  Sohi Bae  Yaewon Park  Hojoon Lee  Byoungwook Choi  Sungsoo Ahn  

Author Institution:Ewha Womans University College of Medicine  Yonsei University  Yonsei University College of Medicine  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Brain Tumours  

Program Number:4857  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 110  

Deep-learned STIR imaging via Deep Learning with multi-contrast MRI

Author:Hanbyol Jang  Jinseong Jang  Kihun Bang  Dosik Hwang  

Author Institution:Yonsei University  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Learning Image Reconstruction  

Program Number:2806  

Presentation Time:

Room Number:Exhibition Hall 2781-2807  

Computer Number:

Dynamic Hyperpolarized 13C MRSI using the SPICE technique: A feasibility study

The Effect of Range of Echo Time on Gradient Echo Based Myelin Water Fraction Mapping

Author:Hongpyo Lee  Yoonho Nam  Dong-Hyun Kim  

Author Institution:Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea  Yonsei University  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Techniques for Myelin & Microstructure Imaging  

Program Number:5498  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 61  

Hyperpolarized [1-13C]pyruvate MRS detects dynamic glucose metabolism according to stages of diabetes in mouse model

Author:Young-suk Choi  Somang Kang  Hansol Lee  Jae Eun Song  Dong-Hyun Kim  Jong Eun Lee  Ho-Taek Song  

Author Institution:Yonsei University  Yonsei University College of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:17:15  

Session:Hyperpolarisation: Applications  

Program Number:3699  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 27  

Iterative Cross-Domain Deep-Learning Approach for Reconstructing Undersampled Radial MRI

Author:Doohyun Park  Taejoon Eo  Taeseong Kim  Jinseong Jang  Dosik Hwang  

Author Institution:Yonsei University  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Learning Image Reconstruction  

Program Number:2798  

Presentation Time:

Room Number:Exhibition Hall 2781-2807  

Computer Number:

MR imaging of neuromelanin-iron cluster within human postmortem substantia nigra

Author:Hansol Lee  Sun-Yong Baek  Se Young Chun  Jae-Hyeok Lee  HyungJoon Cho  

Author Institution:Pusan National University School of Medicine  Pusan National University Yangsan Hospital  Ulsan National Institute of Science and Technology  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Parkinson's Disease  

Program Number:0423  

Presentation Time:09:15  

Room Number:W05/06  

Computer Number:

Multi-receiver coil combination for breast phase-based Electrical Property Tomography Using B1- estimation

Author:Jun-Hyeong Kim  Jaewook Shin  Soo-Yeon Kim  Dong-Hyun Kim  

Author Institution:Seoul National University Hospital  Yonsei University  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Pitch: Conductivity, Relaxation, Water-Fat & Beyond  

Program Number:0543  

Presentation Time:16:15  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Multi-receiver coil combination for breast phase-based Electrical Property Tomography Using B1- estimation

Author:Jun-Hyeong Kim  Jaewook Shin  Soo-Yeon Kim  Dong-Hyun Kim  

Author Institution:Seoul National University Hospital  Yonsei University  

Session Type:Electronic Power Pitch Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:17:15  

Session:Poster: Conductivity, Relaxation, Water-Fat & Beyond  

Program Number:0543  

Presentation Time:16:15  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 11  

Noninvasive prediction of tumor-fibrosis using texture analysis of multiparametric MRI in pancreatic cancer model

Author:Dae Chul Jung  Ravneet Vohra  Seon Young Lee  Kyunghwa Han  Helen Hong  Donghoon Lee  

Author Institution:Seoul Women’s University  University of Washington  Yonsei University  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:09:15  

Session:Predictive Cancer Imaging  

Program Number:3919  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Predicting the age from time of flight MR angiography using 3D convolutional neural network

Author:Yoonho Nam  Jaeho Lee  Dong-Hyun Kim  Jinhee Jang  Bumsoo Kim  Kook-Jin Ahn  

Author Institution:Seoul St.Mary's Hospital, College of Medicine, The Catholic University of Korea  Yonsei University  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Novel Neuroimaging Methods  

Program Number:2097  

Presentation Time:

Room Number:Exhibition Hall 2086-2103  

Computer Number:

Reconstruction of synthetic T1 MPRAGE via Deep Neural Network from Multi Echo Gradient Echo images.

Author:Kanghyun Ryu  Yoonho Nam  Na-young Shin  Jinhee Jang  Jiyong Park  Dong-Hyun Kim  

Author Institution:Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea  Yonsei University  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Machine Learning for Image Reconstruction  

Program Number:3364  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 51  

Reduction of respiratory motion artifact in c-spine imaging using deep learning: Is substitution of navigator possible?

Author:Hongpyo Lee  Kanghyun Ryu  Yoonho Nam  Jaeho Lee  Dong-Hyun Kim  

Author Institution:Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea  Yonsei University  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Motion Correction: Cleaning up in the Brain  

Program Number:2660  

Presentation Time:

Room Number:Exhibition Hall 2648-2660  

Computer Number:

robust principle component analysis (rPCA) in multi-echo gradient-echo imaging: application in visualizing myelin-related signal without exponential modeling.

Author:Jaewook Shin  Hongpyo Lee  Dong-Hyun Kim  

Author Institution:Yonsei University  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Techniques for Myelin & Microstructure Imaging  

Program Number:5500  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 63  

Single echo radial random alternating TE acquisition for B0 field inhomogeneity robust fat suppression

Author:Dongyeob Han  Taehwa Hong  Dong-Hyun Kim  

Author Institution:Yonsei University  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:14:45  

Session:System Imperfections & Artifacts: Characterization & Correction  

Program Number:4218  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 68  

Synthetic FLAIR image from multi-echo GRE using U-Net

Whole-Tumor Histogram and Texture Analyses of Diffusion Tensor Imaging for Evaluation of IDH1 Mutation and 1p/19q Codeletion Status in WHO grade II gliomas

Author:Yae Won Park  Kyunghwa Han  Sung Soo Ahn  Sohi Bae  Yoon Seong Choi  Jong Hee Chang  Se Hoon Kim  Seok-Gu Kang  Eui Hyun Kim  Seung-Koo Lee  

Author Institution:Ewha Womans University College of Medicine  Yonsei University College of Medicine  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Brain Tumours: Pre-Treatment  

Program Number:0958  

Presentation Time:17:15  

Room Number:W03/04  

Computer Number: