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 Broad research interests of magnetic resonance imaging (MRI) laboratory at Korea Advanced Institute of Science and Technology (KAIST) lie in (i) developing new MRI techniques of image acquisition, processing, and analysis, (ii) revealing brain waste clearance pathway and mechanism through neurofluid MRI, (iii) applying deep learning algorithms to MRI acceleration, image analysis and synthesis, and clinical diagnosis. These technical developments can make big differences in understanding baseline and functional brain physiology, and also diagnosis / prognosis / treatment of our body.

Lab News

New Graduate Students ------------------------------------)

Seonghyuk Kim (PhD Student, 2024.03 - present)

Youngeun Jeon (MS Student, 2024.03 - present)

  • Jun-Hee Kim, Suhong Kim, Jae-Geun Im, Seok Jong Chung, Phil Hyu Lee, Yong Jeong, and Sung-Hong Park, CSF pulsations measured in Parkinson's disease patients using EPI-based fMRI data, Frontiers in Aging Neuroscience, 2024 in press, https://doi.org/10.3389/fnagi.2024.1369522

  • Wonsik Jung#, Muhammad Asaduddin#, Hyeongseop Keum, Youngju Son, Dohyun Yoo, Dohyeon Kim, Seojung Lee, Dong Yun Lee, Jin Roh, Sung-Hong Park, and Sangyong Jon, Longitudinal Magnetic Resonance Imaging with ROS-Responsive Bilirubin Nanoparticles Enables Monitoring of Nonalcoholic Steatohepatitis Progression to Cirrhosis, Advanced Materials, 2024:e2305830, in press, https://doi.org/10.1002/adma.202305830

  • Muhammad Asaduddin, Eung Yeop Kim, and Sung-Hong Park, SPINNED: Simulation-based physics-informed neural network for deconvolution of dynamic susceptibility contrast MRI perfusion data, Magnetic Resonance in Medicine, 2024, in press, https://doi.org/10.1002/mrm.30095

  • Huan Minh Luu#, Gyu-Sang Yoo#, Won Park, and Sung-Hong Park, CycleSeg: Simultaneous synthetic CT generation and unsupervised segmentation for MR-only radiotherapy treatment planning of prostate cancer, Medical Physics 2024, in press, https://doi.org/10.1002/mp.16976

  • Jun-Hee Kim, Jae-Geun Im, and Sung-Hong Park, Measurement of changes in cerebrospinal fluid pulsation after traumatic brain injury using EPI-based functional MRI, NMR in Biomedicine, 2024;37(3):e5061, https://doi.org/10.1002/nbm.5061  

  • Huan Minh Luu and Sung-Hong Park, SIMPLEX: Multiple phase-cycled bSSFP quantitative magnetization transfer imaging with physic-guided simulation learning of neural network, NeuroImage 2023;284:120449, https://doi.org/10.1016/j.neuroimage.2023.120449

  • Seon-Ha Hwang, Hyun-Soo Lee, Sung Hong Choi, and Sung-Hong Park, Distortion correction using topup algorithm by single k-space (TASK) for echo planar imaging, Scientific Reports, 2023;13(1):18751, https://doi.org/10.1038/s41598-023-46163-3

  • Jun-Hee Kim, Roh-Eul Yoo, Seung Hong Choi, and Sung-Hong Park, Non-invasive flow mapping of parasagittal meningeal lymphatics using 2D interslice flow saturation MRI, Fluids and Barriers in the CNS, 2023;20:37, https://doi.org/10.1186/s12987-023-00446-z

  • Bomin Kim, Geun Young Lee, and Sung-Hong Park, Attention Fusion Network with Self-supervised Learning for Staging of Osteonecrosis of the Femoral Head (ONFH) Using Multiple MR Protocols, Medical Physics, 2023, in press, https://doi.org/10.1002/mp.16380 

  • Muhammad Asaduddin, Hong Gee Roh, Hyun Jeong Kim, Eung Yeop Kim, and Sung-Hong Park, Perfusion Maps Acquired from Dynamic Angiography MRI using Deep Learning Approaches, Journal of Magnetic Resonance Imaging, 2023;57(2):456-469, http://dx.doi.org/10.1002/jmri.28315

  • Muhammad Asaduddin published a paper in Advanced Materials as a co-first author.

- https://www.edaily.co.kr/news/read?newsId=02279606638852184&mediaCodeNo=257&OutLnkChk=Y

- https://news.heraldcorp.com/view.php?ud=20240401050815

- https://news.kaist.ac.kr/news/html/news/?mode=V&mng_no=36030

  • Jun-Hee Kim received Summa Cum Laude in International Society for Magnetic Resonance in Medicine 2023.​

  • Dr. Paul Kyu Han (Our laboratory's Graduate) was appointed as an Assistant Professor in Harvard Medical School, MGH hospital, starting from March 1, 2023.

  • Huan Minh Luu won first place in the brain tumor segmentation challenge (BRATS) 2021 (hosted by RSNA/MICCAI/ASNR) among 2200 teams and 30000 submissions in the world. 

- https://www.rsna.org/education/ai-resources-and-training/ai-image-challenge/brain-tumor-ai-challenge-2021

- https://news.kaist.ac.kr/news/html/news/?mode=V&mng_no=17750

http://www.aitimes.com/news/articleView.html?idxno=141875

  • Hyun-Seo Ahn and Huan Minh Luu received Summa Cum Laude and Magna Cum Laude, respectively, in International Society for Magnetic Resonance in Medicine 2021.​

  • Jun-Hee Kim published a paper in Nature as a co-first author (August 2019).

       - MBC :

http://imnews.imbc.com/replay/2019/nwtoday/article/5422387_24616.html

      - 아이뉴스24 : 

http://www.inews24.com/view/1196655

  • Hyun-Soo Lee received 3rd place award in Electro-Magnetic Tissue Properties Study Group, ISMRM 2019.

  • Hyun-Seo Ahn received Magna Cum Laude in International Society for Magnetic Resonance in Medicine 2019.

  • Hyo-Im Heo received the TA award (Feb. , 2018).

  • Sung-Hong Park received the departmental instructor award (Feb. 2018)

  • Sung-Hun Seo received the departmental TA award (Aug. 30, 2017).

  • Sung-Hong Park's news article in Digital Times. http://www.dt.co.kr/contents.html?article_no=2016112302102351607001

  • Ki-Hwan Kim and Hyun-Soo Lee received Power Abstract Award in KSMRM 2016 (Mar. 26, 2016).

  • Hyo-Im Heo received the TA award (Mar. 2, 2016).

  • Jae-Woong Kim and Sul-Li Lee received the TA award (Sep. 2, 2015). 

  • Sul-Li Lee received a Poster award in KSMRM 2015 (Mar. 28, 2015).​

Chung-Moon-Soul Building (E16 Building) 305-Ho, Department of Bio and Brain Engineering, KAIST,
291, Daehak-ro, Yuseong-gu, Daejeon 34141, Republic of Korea
Tel: +82-42-350-4352, Fax : +82-42-350-4310

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