Hwihun Jeong
Hwihun Jeong
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I'm a Postdoctoral Research Fellow at Brigham and Women’s Hospital (BWH) and Harvard Medical School (HMS). My research revolves around deep learning for biomedical image processing, specifically focusing on the application of deep learning techniques to enhance magnetic resonance image (MRI) methodologies for clinical use.
Appointments
2025 Feb –
Postdoctoral Research Fellow
Harvard Medical School (HMS), Boston, MA
2025 Jan –
Postdoctoral Research Fellow
Brigham and Women’s Hospital (BWH), Boston, MA
2024 Sep – 2024 Dec
Post-doctoral researcher
Seoul National University, Seoul, Republic of Korea
Education
2020 Mar – 2024 Aug
Ph.D., Electrical and Computer Engineering
Seoul National University, Seoul, Republic of Korea
Advisor: Prof. Jongho Lee
2014 Mar – 2020 Feb
B.S., Electrical and Computer Engineering
Seoul National University, Seoul, Republic of Korea
Summa Cum Laude Honors
Publications
Nan Wang, Congyu Liao, Xiaozhi Cao, Mark Nishimura, Yannick W. E. Brackenier, Mahmut Yurt, Mengze Gao, Daniel Abraham, Cagan Alkan, Siddharth Srinivasan Iyer, Zihan Zhou, Hwihun Jeong, Adam Kerr, Justin P. Haldar, Kawin Setsompop, “Spherical echo-planar time-resolved imaging (sEPTI) for rapid 3D quantitative T2* and susceptibility imaging.”, Magnetic Resonance in Medicine (2024).
Hyunsung Eun+, Hwihun Jeong+, Jingu Lee, Hyeong‐Geol Shin, and Jongho Lee, "A geometric approach to separate the effects of magnetic susceptibility and chemical shift/exchange in a phantom with isotropic magnetic susceptibility.", Magnetic Resonance in Medicine 85.1 (2021): 281-289.
Conference oral talks
Hwihun Jeong, Hyeong-Geol Shin, Sooyeon Ji, Jinhee Jang, Hyun-soo Lee, Yoonho Nam, and Jongho Lee, “DeepTSE-T2: Deep learning-powered T2 mapping with B1+ estimation using a product double-echo Turbo Spin Echo sequence", 29th ISMRM Annual Meeting & Exhibition - An Online Experience, 15-20 May 2021, Online.
Hwihun Jeong, Hyunsung Eun, and Jongho Lee. "Separating magnetic susceptibility and chemical shift/exchange through multiple directional scans", 5th International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping (QSM), 25-28 September 2019, Seoul, Korea.
AWARDS AND HONORS
2025
MICCAI NIH Registration Grants
2024
Youlchon Foundation AI Scholarship – AI Young Researcher
ISMRM Magna Cum Laude Merit Award
"MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning"
Best Poster Award 3rd place winner of SPARK: Samsung Partnership with Academia’s Research and Knowledge
2021
ISMRM Summa Cum Laude Merit Award
"ChEST: A novel model estimating both Chemical Exchange and Susceptibility Tensor from resonance frequency shift"
ISMRM Summa Cum Laude Merit Award
“DeepTSE-T2: Deep learning-powered T2 mapping with B1+ estimation using a product double-echo Turbo Spin Echo sequence"
2nd place winner of ISMRM EMPT study group meeting competition
Best Poster Award from annual meeting of International Congress on Magnetic Resonance Imaging (ICMRI)
2020
Best Poster Award from annual meeting of International Congress on Magnetic Resonance Imaging (ICMRI)
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