Research Associate
Department of Biomedical Engineering, Johns Hopkins University
F.M. Kirby Research Center, Kennedy Krieger Institute
Microstructure Imaging using MRI
Quantitative MRI
Diffusion MRI
In-vivo Histology
Physics-enforced Machine Learning
Welcome to my website.
I'm a post-doctoral fellow in the Department of Radiology at Johns Hopkins University School of Medicine and F.M. Kirby Research Center at Kennedy Krieger Institute. Most of my research focuses on MRI data acquisition methods and post-processing techniques for studying tissue microstructure in the brain. My current research interest is 1) to develop novel methods for acquiring microstructure information with great precision, 2) to understand their molecular underpinnings in conjunction with histology and, finally, 3) to translate the results toward the clinical side for studying the pathogenesis of brain diseases.
If you have any questions, please feel free to contact me.
2024-Current Research Associate
Department of Biomedical Engineering, Johns Hopkins University
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute
2022 - 2024 Post-doctoral Fellow
Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute
2021, Ph.D, Electrical and Computer Engineering,
Seoul National University, Seoul, Republic of Korea
Advisor: Prof. Jongho Lee
2018, MS, Electrical and Computer Engineering,
Seoul National University, Seoul, Republic of Korea
Advisor: Prof. Jongho Lee
2016, BS, Electrical and Computer Engineering,
Seoul National University, Seoul, Republic of Korea
Cum Laude Honors
For other publications, please visit my Google Scholar profile
𝜒-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain
Hyeong-Geol Shin, Jingu Lee, Young Hyun Yun, Seong Ho Yoo, Jinhee Jang, Se-Hong Oh, Yoonho Nam, Sehoon Jung, Sunhye Kim, Fukunaga Masaki, Woojun Kim, Hyung Jin, Choi, Jongho Lee
Neuroimage (1st-ranked in neuroimaging), 2021
DeepResp: Deep learning solution for respiration-induced B0 fluctuation artifacts in multi-slice GRE
Hongjun An, Hyeong-Geol Shin, Sooyeon Ji, Woojin Jung, Se-Hong Oh, Dongmyeung Shin, Juhyung Park, Jongho Lee
Neuroimage (1st-ranked in neuroimaging), 2020
Advances in gradient echo myelin water imaging at 3T and 7T
Hyeong-Geol Shin, Se-Hong Oh, Masaki Fukunaga, Yoonho Nam, Doohee Lee, Woojin Jung, Minju Jo, Sooyeon Ji, Joon Yul Choi, Jongho Lee
Neuroimage (1st-ranked in neuroimaging), 2018
Quad-contrast Imaging: Simultaneous Acquisition of Four Contrast-weighted Images (PD-weighted, T2-weighted, PD-FLAIR and T2-FLAIR images) with Synthetic T1-weighted Image, T1-and T2-Maps
Sooyeon Ji, Jinhee Jeong, Se-Hong Oh, Yoonho Nam, Seung Hong Choi, Hyeong-Geol Shin, Dongmyung Shin, Woojin Jung, and Jongho Lee
IEEE Transactions on Medical Imaging, 2021
Differential involvement of nigral subregions in idiopathic Parkinson's disease
Young Hee Sung, Jongho Lee, Yoonho Nam, Hyeong-Geol Shin, Young Noh, Dong Hoon Shin, Eung Yeop Kim
Human brain mapping, 2018
Susceptibility Map-weighted Imaging (SMwI) package for nigrosome 1 imaging [Publication] [Download]
Magnetic susceptibility source separation (𝜒-separation) software [Publication] [Download]
B0 navigator correction software to compensate for temporal B0 field fluctuation using navigator echo [Publication] [Download]
2017-2022 Global Ph.D. Fellowship from National Research Foundation of Korea
Government-funded research fellowship awarded for outstanding Ph.D. candidates
2018 Magna Cum Laude Award from Annual Meeting of ISMRM
2018 Finalist for ISMRM White Matter Study Group trainee competition
2021 Magna Cum Laude Award from Annual Meeting of ISMRM
2021 Collaborative work was introduced at the ISMRM highlight session, "Highlights of neuro 1: Technical"
"Closer look as multiple sclerosis lesions: an initial result of positive and negative magnetic susceptibility separation", Jinhee Jang, Hyeong-Geol Shin, et al.
2022 Summa Cum Laude Award from Annual Meeting of ISMRM
2022 Oral Presentation Award from ISMRM White Matter Study Group (2nd Place Award)
2022 Best Trainee Abstract Award from ISMRM Electro-Magnetic Tissue Properties Study Group (2nd Place Award)
2024 Best Young Investigator Award for poster presentation from Americas Committee for Treatment and Research in Multiple Sclerosis
2024 Best Trainee Competition Award from ISMRM Electro-Magnetic Tissue Properties study group (2nd Place Award)
2024 Best Oral Presentation from 2nd Joint Workshop on MR Phase, Magnetic Susceptibility and Electrical Properties Mapping (3rd Place Award)
2024 Golden Hairball Award from the Johns Hopkins Radiology MRI Division, 2024