Education

• (2022.09 ~ 2025.02) M.S. Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, Korea

• (2018.02 ~ 2022.08) B.E. Division of Mechanical and Biomedical Engineering, Ewha Womans University, Seoul, Korea

Research Experiences

• (2022.01 ~ 2022.08) Intern Researcher, Bio-Medical Informatics Lab, Seoul National University Hospital, Seoul, Korea

• (2020.09 ~ 2021.02) Research Intern, Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul, Korea

Scholarships

• (2024.08 ~ 2025.02) Visiting Scholar. Software and Societal Systems Department, Carnegie Mellon University, Pennsylvania, US 

• (2021.01) 운해장학재단 제 8기 장학생

Publications

• (co-first) Sehoon Park+, Soomin Chung+, Yisak Kim, Sun-Ah Yang, Soie Kwon, Jeong Min Cho, Min Jae Lee, Eunbyeol Cho, Jiwon Ryu, Sejoong Kim, Jeonghwan Lee, Hyung Jin Yoon, Edward Choi, Kwangsoo Kim*, Hajeong Lee*, "A deep-learning algorithm using real-time collected intraoperative vital sign signals for predicting acute kidney injury after major non-cardiac surgeries: A modelling study", PLOS Medicine, 2025/03

• (co-first) Soonil Kwon+, SooMin Chung+, So-Ryoung Lee*, Kwangsoo Kim*, Junmo Kim, Dahyeon Baek, Hyun-Lim Yang, Eue-Keun Choi, Seil Oh, "Prediction of reduced left ventricular ejection fraction using atrial fibrillation or flutter electrocardiograms: A machine-learning study", Digital Health, 2025/01/17 (link)

• (co-first) Hong Yeul Lee+, Soomin Chung+, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Ho Geol Ryu*, Hyeonhoon Lee*. "Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients",  npj Digital Medicine, 2024/11/08 (link)

• (co-first) Sua Kim+, Yebin Lee+, Soomin Chung+, Miso Choi+, Hyebin Choi+, “Integrated Counseling System for child”, KCSE2022

• Na Min An,+ Hyeonhee Roh, Soomin Jung, Eun Ju Kim, and Maesoon Im*, “Machine Learning Approaches as An Alternative to Human Psychophysical Tests of Prosthetic Vision”, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

• Hyeonhee Roh+, Eunju Kim, Soo Min Chung, Joon Ho Kang, Taegon Kim, and Maesoon Im*, “Neural information of artificial vision varies depending on the level of spiking heterogeneity across retinal ganglion cells”, ARVO2021