유재용, 박사과정
Jae Yong Yu, Doctor’s Course
Career & Education
2018 – Present
Ph.D. course in Digital Health, Sungkyunkwan University
Samsung Advanced Institute for Health Sciences & Technology (SAIHST)
2017 – 2018
Statistics Researcher in Samsung Medical Center(SMC)
2015 – 2017
M.S. in Statistics, University of Seoul (UOS), KOREA
2014 – 2015
Statistics Researcher in LEMS (Labotary of Emergency Medical Servies),
Seoul National Univesity of Hospital (SNUH)
2008 – 2014
B.S. in Statistics, ChungBuk National University (CBNU), Chungbuk, KOREA
Skill Set
Data Science
– Programming (R)
– Machine Learning
– Deep learning
– Process Mining
Data Standard
– Common Data Model (CDM)
Publication
• Yu JY, Jeong GY, Jeong OS, Chang DK, Cha WC. Machine Learning and Initial Nursing Assessment-Based Triage System for Emergency Department. Healthc Inform Res. 2020 Jan;26(1):13-19. https://doi.org/10.4258/hir.2020.26.1.13
• Yu JY, Park,C. “Comparison Study of Graphical Models for Text Mining”, Thesis (2017)
Symposium Presentation
• Difference of Emergency Department Frequent Users’ Clinical Characteristics between Two Tertiary Teaching Hospitals in South Korea(2019)
Main Author / OHDSI Annual Symposium (Poster)
• Pattern Recognition of Clinical Outcome Using Hospital Encounter Data(2018)
Main Author / AMIA Annual Symposium (Poster)
• Machine Learning based Triage System in Emergency Department(2018)
Main Author / AMIA Annual Symposium (Poster)
• Experience of Common data model in NEDIS system(National Emergency Department Information System)(2018)
Co Author / KOSMI (Poster)
• Machine Learning based Triage System in Emergency Department(2018)
Main Author / KSEM(Oral)