SUNGKYUNKWAN UNIVERSITY SCHOOL OF MEDICINE
CLOSE HEADER
List
Professor
Professor
List
Seung Won Lee
Seung Won Lee PhD
| Graduate Program | Data Science and Personal Medicine |
| Research Area | Medical Big Data, Medical AI, Digital Health |
| Laboratory | Medical Big Data Lab Laboratory |
| swleemd@g.skku.edu | |
| Tel | +82-31-299-6163 |
Education & Careers
-
> Education
BS: Seoul National University Dept. of Electrical and Computer Engineering
MD: CHA University School of Medicine
PhD: CHA University School of Medicine
> Careers
2019 - 2022 Sejong University Department of Data Science, Assistant Professor, Associate Professor
2022 - Pres. Sungkyunkwan University School of Medicine, Associate Professor
2021 - Pres. Young Korean Academy of Science and Technology
Research Interest
저희 연구실은 빅데이터와 인공지능 기술을 통한 4차 산업시대 의학기술의 혁신을 추구하고 있습니다.
1. 국내외 글로벌 의료 빅데이터 분석 (전국민, 전세계, Bias-Free를 추구하는 깊고 넓은 대규모 의료 빅데이터 연구방법)
2. 디지털 헬스케어/차세대 의료 연구 (웨어러블, 모바일, 첨단 센서를 이용하여 실시간 맞춤형 질병예측 및 치료, U-Health 와 Telemedicine)
3. 의료 인공지능, 자연어 챗봇을 이용한 진료기술과 서비스 (인공지능 기술을 이용한 진단, 예측, 데이터 분석/ GPT와 같은 최첨단 챗봇기술을 이용한 자연어 분석과 상담)
1. 국내외 글로벌 의료 빅데이터 분석 (전국민, 전세계, Bias-Free를 추구하는 깊고 넓은 대규모 의료 빅데이터 연구방법)
2. 디지털 헬스케어/차세대 의료 연구 (웨어러블, 모바일, 첨단 센서를 이용하여 실시간 맞춤형 질병예측 및 치료, U-Health 와 Telemedicine)
3. 의료 인공지능, 자연어 챗봇을 이용한 진료기술과 서비스 (인공지능 기술을 이용한 진단, 예측, 데이터 분석/ GPT와 같은 최첨단 챗봇기술을 이용한 자연어 분석과 상담)
Representative Research Achievements
-
- Total SCIE 165, IF total 2025.3 (as of 2021 JCR), Average IF Score 12.3
Google Scholar url: https://scholar.google.co.kr/citations?hl=ko&user=8mIJ8mcAAAAJ&sortby=pubdate
1. Multilayer perceptron-based self-care early prediction of children with disabilities (2023.06, IF 4.7, Digital Health)
2. OptEF-BCI: An Optimization-Based Hybrid EEG and fNIRS-Brain Computer Interface (2023.05, IF 5.0, Bioengineering)
3. A CNN-based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework (2023.05, IF 9.0, International Journal of Intelligent Systems)
4. Physical activity and the risk of SARS-CoV-2 infection, severe COVID-19 illness and COVID-19 related mortality in South Korea: a nationwide cohort study (2022.08, IF 18.5, British Journal of Sports Medicine)
5. Predictors of mortality in thrombotic thrombocytopenia after adenoviral COVID-19 vaccination: the FAPIC score (2021.09, IF 35.9, European Heart Journal)
6. Hepatobiliary adverse drug reactions associated with remdesivir: The WHO international pharmacovigilance study (2021.04, IF 13.6, Clinical gastroenterology and hepatology)
7. Association between mental illness and COVID-19 in South Korea: a post-hoc analysis (2021.02, IF 77.1, Lancet Psychiatry)
8. Proton pump inhibitors and the risk of severe COVID-19: a post-hoc analysis from the Korean nationwide cohort (2020.12, IF 31.8, Gut)
9. Association between mental illness and COVID-19 susceptibility and clinical outcomes in South Korea: a nationwide cohort study (2020.09, IF 77.1, Lancet Psychiatry)
10. Allergic disorders and susceptibility to and severity of COVID-19: a nationwide cohort study (2020. 08, IF 14.3, Journal of Allergy and Clinical Immunology)
11. Severe clinical outcomes of COVID-19 associated with proton pump inhibitors: a nationwide cohort study with propensity score matching (2020.07, IF 31.8, Gut)
12. Incidence of cancer after asthma development: 2 independent population-based cohort studies (2020.05, IF 14.3, Journal of Allergy and Clinical Immunology)
13. Short-term effects of multiple outdoor environmental factors on risk of asthma exacerbations: age-stratified time-series analysis (2019.12, IF 14.3, Journal of Allergy and Clinical Immunology)