CENTER FOR BIONICS

SEO HYUN SEOK    Senior Researcher

Phone

02-958-5698

E-mail

seo@kist.re.kr

Office

L3-365

  • 2018.06 ~ 2020.05 Postdoc. Laboratory of Artificial Intelligence in Medicine and Biomedical Physics (STANFORD UNIVERSITY STANFORD, CA, US )
  • 2012.09 ~ 2017.02 Ph.D. in Electrical Engineering, Image Computing Systems Laboratory (KAIST (KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY) DAEJEON, KOREA)
  • 2011.02 ~ 2012.08 M.S. in Electrical Engineering, Image Computing Systems Laboratory (KAIST (KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY) DAEJEON, KOREA)
  • 2007.03 ~ 2011.02 B.S. in Electrical Engineering, Intensive Major (KOREA UNIVERSITY SEOUL, KOREA)

Work Experience

  • 2022.03 ~ present Associate Professor in UST-KIST School KIST (KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY SEOUL, KOREA)
  • 2020.06 ~ present Senior Research Scientist KIST (KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY SEOUL, KOREA)
  • 2019.09 ~ 2020.05 Staff Researcher in SAIT (Samsung Advanced Institute of Technology) (SAMSUNG ELECTRONICS SUWON, KOREA)
  • 2016.12 ~ 2019.08 Staff Engineer in Samsung Healthcare (SAMSUNG ELECTRONICS SUWON, KOREA)
  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Digital Signal Processing
  • Digital Image Processing
  • Medical Imaging System
  • MRI Pulse Sequence
  • PUBLICATIONS
  • Seo, H., Yu L., Ren H., Li, X., Liu S., Xing L. (2021). Deep Neural Network with Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation. IEEE Transactions on Medical Imaging, 40(12), 3369-3378.
  • Seo, H., Bassenne M., Xing L. (2021). Closing the Gap between Deep Neural Network Modeling and Decision‐Making Metric via Generalized Loss Function. IEEE Transactions on Medical Imaging, 40(2), 585-593.
  • Seo, H., Huang C., Bassenne M., Xiao R., Xing L. (2020). Modified U‐Net (mU‐Net) with Incorporation of Object‐Dependent High Level Features for Improved Liver and Liver‐Tumor Segmentation in CT Images. IEEE Transactions onMedical Imaging, 39(5), 1316-1325.

 

  • US PATENTS
  • Seo, H. and Park, HW. MAGNETIC RESONANCE IMAGING APPARATUS AND METHOD OF GENERATING MAGNETIC RESONANCE IMAGE. (US 11,085,983)
  • Park, HW. and Seo, H. METHOD AND APPARATUS FOR GENERATING MAGNETIC RESOANCE IMAGE. (US 10,832,452)
  • Park HW., Cho, J., Kim, D., Seo H., Kwon, K., and So, S. MAGNETIC RESONANCE IMAGING APPARATUS AND METHOD OF CONTROLLING THE SAME. (US 10,502,804)