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A deep neural network with convolutional LSTM for brain tumor segmentation in multi-contrast volumetric MRI

Author:Namho Jeong  Byungjai Kim  Jongyeon Lee  HyunWook Park  

Institution:Korea Advanced Institute of Science and Technology  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Image Segmentation  

Program Number:3510  

Room Live Q&A Session:

A direct MR image reconstruction from k-space via End-To-End reconstruction network using recurrent neural network (ETER-net)

Author:Changheun Oh  Yeji Han  HyunWook Park  

Institution:Gachon University  Korea Advanced Institute of Science and Technology  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3593  

Room Live Q&A Session:

An Efficient Sampling Strategy of Fast Multi-slice Cardiac Cine Imaging

Author:Dongchan Kim  Byungjai Kim  Kyoung-Nam Kim  Jun-Young Chung  HyunWook Park  Yeji Han  

Institution:Gachon University  Korea Advanced Institute of Science and Technology  Samsung Electronics  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cardiovascular Applications  

Session Name:Cardiac Function 2  

Program Number:2169  

Room Live Q&A Session:

Highly accelerated distortion free diffusion imaging using joint k/q-space reconstruction.

Author:Wonil Lee  Seohee So  Jaejein Cho  Congyu Liao  Qiyuan Tian  HyunWook Park  Elfar Adalsteinsson  Kawin Setsompop  Berkin Bilgic  

Institution:KAIST  Martinos Center  MIT  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Novel Acquisitions & Reconstructions: Sparse & Low-Rank  

Program Number:3446  

Room Live Q&A Session:

Motion Correction for a Multi-Contrast Brain MRI using a Multi-Input Neural Network

Author:Jongyeon Lee  Byungjai Kim  Namho Jeong  HyunWook Park  

Institution:Korea Advanced Institute of Science and Technology  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Mitigating motion, artifacts and imperfections  

Session Name:Motion Correction: Brain  

Program Number:3354  

Room Live Q&A Session:

Unsupervised Deep Learning Method for EPI Distortion Correction using Dual-Polarity Phase-Encoding Gradients

Author:Jee Won Kim  Kinam Kwon  Byungjai Kim  Sunho Kim  HyunWook Park  

Institution:Korea Advanced Institute of Science and Technology (KAIST)  Samsung Advanced Institute of Technology (SAIT)  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Mitigating motion, artifacts and imperfections  

Session Name:Mitigating Sample-Induced Artifacts  

Program Number:3414  

Room Live Q&A Session:

Unsupervised Deep Learning-based Magnetization Transfer Contrast (MTC) MR Fingerprinting and CEST MRI

Author:Beomgu Kang  Byungjai Kim  Michael Schar  HyunWook Park  Hye Young Heo  

Institution:Johns Hopkin University  Korea Advanced Institute of Science and Technology  Kennedy Krieger Institute  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:CEST, MT, Zero-TE and Relaxometry  

Session Name:Contrast Mechanisms: Acquisition & Fitting Methods  

Program Number:0510  

Room Live Q&A Session:Tuesday Parallel 1