Education

• (2024.03 ~ ) M.S. Interdisciplinary Program of Medical Informatics, Seoul National University, Seoul, Korea

• (2014.03 ~ 2021.02) B.S., Department of Mechatronics Engineering, Chungnam National University, Daejeon, Korea

Research Experiences

• (2023.04 ~ 2024.02) Intern Researcher, Bio-Medical Informatics Lab, Seoul National University Hospital, Seoul, Korea

• (2021.05 ~ 2023.03) Researcher, Healthcare Data Science Center, Konyang University Hospital, Daejeon, Korea

Publications 

• Jung‑Bin Park†, Gyun-Ho Roh†, Kwangsoo Kim*, Hee‑Soo Kim*, "Development of Predictive Model of Surgical Case Durations Using Machine Learning Approach", Journal of Medical Systems , 2025, 49(1), 1-11. (Link)

• Gyun-Ho Roh†, Seunghee Lee†, Jong-Yeup Kim, Suehyun Lee*, "SNSMiner_VAC: Analyzing vaccination based on social network service data for safety surveillance", Expert Systems with Applications, 2024, 255: 124684. (Link)

• Seunghee Lee, Gyun-Ho Roh, Jong-Yeup Kim, Young Ho Lee*, Suehyun Lee*, "Effective data quality management for electronic medical record data using SMART DATA", International Journal of Medical Informatics,  2023, 180: 105262. (Link)

Awards

• (2024) 최우수상, 2024 의료 인공지능 아이디어 경진대회, 보건복지부

• (2022) Best Paper Award, KMMS 2022: Korea Multimedia Society, 2022 Spring Conference

• (2021) Best Paper Award, KAICTS 2021: Korea Artificial-Intelligence Convergence Technology Society, 2021 Summer Conference