I'm a Ph.D. student at Seoul national university. 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.

Feel free to get in touch if you have any questions or thoughts to share.

Education

2020 March –

M.S. and Ph.D., Electrical and Computer Engineering

Seoul National University, Seoul, Republic of Korea

Advisor: Prof. Jongho Lee

2014 March – 2020 February 

B.S., Electrical and Computer Engineering

Seoul National University, Seoul, Republic of Korea

Summa Cum Laude Honors

Publications

Hwihun Jeong, Heejoon Byun, Dong Un Kang, and Jongho Lee, “BlindHarmony: "Blind" Harmonization for MR Images via Flow model.”, International Conference on Computer Vision (ICCV) 2023, 2-6 October 2023, Paris, France.

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, Se Young Chun, and Jongho Lee, "MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning", 32nd ISMRM Annual Meeting & Exhibition, 4-9 May 2024, Singapore.

Hwihun Jeong, Dong Un Kang, Jiye Kim, and Jongho Lee, "MRFlow: Flow-based neural network for MR image harmonization", 31st ISMRM Annual Meeting & Exhibition, 3-8 June 2023, Toronto, Canada.

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, Hyeong-Geol Shin, Xu Li, Sooyeon Ji, and Jongho Lee, "ChEST: A novel model estimating both Chemical Exchange and Susceptibility Tensor from resonance frequency shift", 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

2024

"MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning"

2021

"ChEST: A novel model estimating both Chemical Exchange and Susceptibility Tensor from resonance frequency shift"

“DeepTSE-T2: Deep learning-powered T2 mapping with B1+ estimation using a product double-echo Turbo Spin Echo sequence"

2020

Best Poster Award from annual meeting of International Congress on Magnetic Resonance Imaging (ICMRI)