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Bayesian deep learning-based 1H-MRS of the brain: Metabolite quantification with uncertainty estimation using Monte Carlo dropout

Author:HyeongHun Lee  Hyeonjin Kim  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Spectroscopy: Acq/Recon/Analysis  

Session Name:Spectroscopy: Analysis/Quantification  

Program Number:2014  

Room Session:Concurrent 2  

Institution:Seoul National University  Seoul National University Hospital  

Difficult Choices in Biliary Imaging: MRCP & Contrast Agents

Author:JeongHee Yoon  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 19 May 2021  

Topic:Improved Body Imaging: Biliary, Liver & Pancreas  

Session Name:Biliary MR Imaging: Single Shot or Not  

Program Number:

Room Session:Concurrent 5  

Institution:Seoul National University Hospital  

    DTI and NODDI assessment of posterior optic pathway function in sellar and parasellar tumor patients

    Author:Eun-Jung Choi  Koung Mi Kang  Woojin Jung  Jongho Lee  Seung Hong Choi  Yong Hwy Kim  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Hot Topics in Preclinical Models of CNS Disease  

    Session Name:CNS Disease Mechanisms by Quantitative MRI: Clinical  

    Program Number:2579  

    Room Session:Concurrent 6  

    Institution:Seoul National University  Seoul National University Hospital  

    Functional Segmentation and Reconstruction for High-Definition DCE MRI Exploiting Vascular Heterogeneity priors

    Author:Joon Sik Park  Seung-Hong Choi  Chul-Ho Sohn  Jaeseok Park  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Real-Time Cardiac MRI  

    Session Name:Towards Real-Time Cardiac MRI  

    Program Number:2883  

    Room Session:Concurrent 2  

    Institution:Seoul National University Hospital  Sungkyunkwan University  

    MR Imaging Parameters for Noninvasive Prediction of EGFR Amplification in IDH-Wildtype Lower-Grade Gliomas: A Multicenter Study

    Author:Yae Won Park  Ji Eun Park  Sung Soo Ahn  Seung Hong Choi  Ho Sung Kim  Seung-Koo Lee  

    Session Type:Oral  

    Session Date:Thursday, 20 May 2021  

    Topic:Cutting-Edge MR & the Brain Tumor Microenvironment  

    Session Name:Cutting-Edge MR & the Brain Tumor Microenvironment  

    Program Number:0776  

    Room Session:Concurrent 6  

    Institution:Seoul National University Hospital  University of Ulsan College of Medicine  Yonsei University College of Medicine  

    qMTNet+: artificial neural network with residual connection for accelerated quantitative magnetization transfer imaging

    Author:Huan Luu  Dong-Hyun Kim  Seung-Hong Choi  Sung-Hong Park  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Quantitative Imaging  

    Session Name:Machine Learning for Quantitative Imaging  

    Program Number:2162  

    Room Session:Concurrent 1  

    Institution:Korea Advanced Institute of Science and Technology  Seoul National University Hospital  

    Quantification of blood-brain barrier water permeability and arterial blood volume with multi-slice multi-delay diffusion-weighted ASL

    Author:Hyun-Seo Ahn  Jaeseok Park  Chul Ho Sohn  Sung-Hong Park  

    Session Type:Oral  

    Session Date:Wednesday, 19 May 2021  

    Topic:Arterial Spin Labelling  

    Session Name:Arterial Spin Labelling  

    Program Number:0470  

    Room Session:Concurrent 4  

    Institution:Korea Advnaced Institute of Science and Technology  Seoul National University Hospital  Sungkyunkwan University  

    Unsupervised anomaly detection using generative adversarial networks in 1H-MRS of the brain

    Author:Joon Jang  Hyeong Hun Lee  Ji-Ae Park  Hyeonjin Kim  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Spectroscopy: Acq/Recon/Analysis  

    Session Name:Spectroscopy: Acq/Recon/Analysis  

    Program Number:1997  

    Room Session:Concurrent 2  

    Institution:Korea Institute of Radiological & Medical Science  Seoul National University  Seoul National University Hospital