주요경력
학력
- 학사: 서울대학교 전기·정보공학 (2011년도 공과대학 최우수 졸업생)
- 석사: CHA의과학대학교 의학전문대학원(MD, 수석 입학, 4년 전액 장학생)
- 박사: CHA의과학대학교 의학박사(PhD)
경력
- 세종대 데이터사이언스학과 조교수, 학과장, 부교수 (2019~2022)
- 성균관대학교 의과대학 정년보장 부교수 (2022~)
- 한국과학기술한림원 차세대회원 (2021~)
수상
- 장관표창 2회
- 국가임상시험지원재단 Korea Clinical Datathon 2019 대상 (500만원)
- 국제학술대회 Travel Grant 2회
- MIT Hacking Medicine CureSPG50 대상 (3000달러)
- 싱가포르 헬스케어 AI 엑스포 Finalist Award
- 과학기술정보통신부 2020 데이터 혁신상
- 코리아빅데이터어워드 빅데이터구루(Guru) 및 공로상
- 국제 조기 경력상(IECA Award), 미국 호흡기학회(ATS)
- APEC 혁신연구교육과학자상 한국연구재단(NRF) 추천
주요관심연구
글로벌 의료 빅데이터, 의료 인공지능, 디지털 헬스 연구
대표연구업적
SCI(E) 217편
평균 Impact Factor 12.5 총 피인용 5142회
전체 내역: https://scholar.google.co.kr/citations?hl=ko&user=8mIJ8mcAAAAJ&sortby=pubdate
1. Dual-Task Hierarchical Feature Refinement and Fusion Network for Precise Segmentation of Surgical Tools and Polyps in Endoscopy (2025.06, IF 7.5, Expert Systems With Applications)
2. Robust Steganography Technique for Enhancing the Protection of Medical Records in Healthcare Informatics (2025.03, IF 6.8, IEEE Journal of Biomedical and Health Informatics)
3. A Robust Ensemble Framework for Anticancer Peptide Classification Using Multi-Model Voting Approach (2025.04, IF 6.3, Computers in Biology and Medicine)
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)
관련기사