Principal Investigator

Education

PhD in Medical Science, Yonsei University, 2014-2019

BSc in Computer Science & Engineering, Hankuk University of Foreign Studies, 2009-2013

Work Experiences

Hankuk University of Foreign Studies (2022.03 - Present)

Assistant Professor, Division of Computer Engineering

• (2020 - Now) Reinforcement learning

Kyungil University (2020.03 - 2022.02)

Assistant Professor,  Department of Artificial Intelligence Software @ School of Computer Science

Severance Hospital, Yonsei University Health System (2012 – 2020)

Principal Researcher, Medical Image Computing & Analysis Lab., CONNECT-AI Research Center

• (2018 - 2020) Intelligent SW Technology Development for Medical Data Analysis, National IT Industry Promotion Agency (NIPA)

• (2013 - 2017) Development of Multi-modality Imaging and 3D Simulation-Based Integrative Diagnosis-Treatment Support Software System for Cardiovascular Diseases, the Korea government (MSIP)

• (2012 - 2018) Leading Foreign Research Institute Recruitment Program, National Research Foundation of Korea (NRF)

• (2017 - 2018) Junior Integrative Research, Institute of Convergence Science, Yonsei University 

Research Interests

• Artificial Intelligence

• Medical Imaging

• Image Processing

• Pattern Recognition

Awards

• Academic Award for Excellence, Department of Medical Science, Yonsei University, Sep. 2019

• Outstanding paper award, 31th Workshop on IPIU 2019 (Image Processing and Image Understanding), paper titled as ”Robust Coronary Artery Segmentation in 2D X-ray Images using Local Patch-based Re-connection Methods”, Feb. 2019

• Outstanding paper award, 31th Workshop on IPIU 2019 (Image Processing and Image Understanding), paper titled as ”Generation of High-Resolution Chest X-rays using Multi-scale Conditional Generative Adversarial Network with Attention”, Feb. 2019

• Outstanding paper award, The institute of electronics and information engineers, paper titled as ”A Bayesian Approach to Identification of Coronary Artery”, Jun. 2018

• The grand prize (1st among 16 teams), Institute of convergence science, Yonsei University, Junior Integrative Research, ”Development of Simulation system for left atrial appendage procedure based on 3D volume images”, Mar. 2018

• Certificate of merit, Yonsei University, In honor of outstanding contributions made in advancing the Medicine while writing the following Doctoral paper, ”Maximum a Posteriori Estimation Method for Aorta Localization and Coronary Seed Identification”, Dec. 2017

• Certificate of merit, Hankuk University of Foreign Studies (HUFS), ”Core-Shell Detection in Images of Polymer Microbeads, Nov. 2012