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Deep Learning-based Automatic Detection and Segmentation of Brain Metastases Using Multi-Task Learning with 3D Black-Blood and GRE Imaging

Author:Yohan Jun*  Yae Won Park*  Yangho Lee  Kyunghwa Han  Chansik An  Seung-Koo Lee  Sung Soo Ahn**  Dosik Hwang**  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 19 May 2021  

Topic:Emerging Applications of AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:0662  

Room Session:Concurrent 6  

Institution:National Health Insurance Service Ilsan Hospital  Yonsei University  Yonsei University College of Medicine  

Generative Adversarial Network for T2-Weighted Fat Saturation MR Image Synthesis Using Bloch Equation-based Autoencoder Regularization

Author:Sewon Kim  Hanbyol Jang  Seokjun Hong  Yeong Sang Hong  Won C. Bae  Sungjun Kim*  Dosik Hwang*  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0810  

Room Session:Concurrent 4  

Institution:Gangnam Severance Hospital  University of California-San Diego  Yonsei University  Yonsei University College of Medicine  VA San Diego Healthcare System  

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