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
2024.04. 기준 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. 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)
관련기사