Browse All

Current Filters

CLEAR FILTER x

TITLE

MRFlow: Flow-based neural network for MR image harmonization

Author:Hwihun Jeong  Dong Un Kang  Jiye Kim  Jongho Lee  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI Emerging Algorithms & Methodologies  

Program Number:0161  

Room Session:714A/B  

Institution :Seoul national university  

Active dictionary learning: fast and adaptive parameter mapping for dynamic MRI

Author:Hongjun An  Jiye Kim  Jongho Lee  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0992  

Room Session:701B  

Institution :Seoul national university  

In-vivo delineation of fine structures in the human brain using high resolution deep learning-powered chi-separation

Choroid plexus volume can predict dementia conversion in non-dementia older subjects

DeepRF for simulatneous multislice pulses

A toolbox of chi-separation for magnetic susceptibility source separation

Reproducibility of diffusion tensor image analysis along the perivascular space (DTI-ALPS) on variable diffusion times

Comparison of chi-separation and chi-separation*: A clinical feasibility study

Exploring the effects of tissue iron in neuromelanin MRI

Exploring reproducibility in deep learning-based parallel imaging reconstruction

Author:Chungseok Oh  Hongjun An  Jongho Lee  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4035  

Room Session:Exhibition Halls D/E  

Institution :Seoul national university  

Successful generalization for data with higher or lower resolution than training data resolution in deep learning powered QSM reconstruction

Improvement of canine brain FLAIR image using super-resolution GAN

Coil2Coil 3D: Improved self-supervised MR image denoising using phased-array coil images based on 3D structure information

Author:Rokgi Hong  Juhyung Park  Hayeon Lee  Hongjun An  Jongho Lee  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4199  

Room Session:Exhibition Halls D/E  

Institution :Korea University  Seoul national university  

Dynamic T2 mapping following muscle exercise measured by fast spin-echo and ultrafast spin-echo EPI

Fast SMWI via denoising for nigral hyperintensity detection in Parkinsons disease

HiFNet: Hierarchical feature sharing network for multi-echo GRE denoising

Author:Juhyung Park  Chungseok Oh  Sooyeon Ji  Jonghyo Youn  Jongho Lee  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Multicontrast MRI: Applications & Phantoms  

Program Number:4891  

Room Session:Exhibition Halls D/E  

Institution :Seoul national university  

Deep Learning-Powered Parameter Mapping

Author:Jongho Lee  

Session Type:Weekday Course  

Session Date:Wednesday, 07 June 2023  

Session Name:Novel Acquisition & Machine Learning Techniques for Quantitative MRI in Neuroimaging  

Program Number:

Room Session:701A  

Institution :Seoul national university