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  • 전임교수

교수소개

전임교수

  • 부교수 디지털AI헬스
  • 이승원 홈페이지 바로가기
    Lab 의료빅데이터연구실
  • 2025 SKKU Rising-Fellowship

관심분야

의료 AI, 의료빅데이터, 디지털 헬스

학력

  • 학사: 서울대학교 전기·정보공학
  • 석사: CHA의과학대학교 의학전문대학원(MD)
  • 박사: CHA의과학대학교 의학박사(PhD)

약력/경력

  • 데이터사이언스학과 조교수, 학과장, 부교수 (2019~2022)
  • 의학과 부교수 (2022~)
  • 한국과학기술한림원 차세대회원 (2021~)

학술지 논문

  • (2025)  Dual-task hierarchical feature refinement and fusion network for precise segmentation of surgical tools and polyps in endoscopy.  Expert Systems with Applications.  293, 
  • (2025)  Robust Steganography Technique for Enhancing the Protection of Medical Records in Healthcare Informatics.  IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.  `,  ``
  • (2025)  A Robust Ensemble Framework for Anticancer Peptide Classification Using Multi-Model Voting Approach.  COMPUTERS IN BIOLOGY AND MEDICINE.  `,  `
  • (2025)  Utilizing portable functional near-infrared spectroscopy to assess improvements in depression after receiving a multi-intervention program for stroke patients in Vietnam: a randomized controlled trial.  APPLIED SPECTROSCOPY REVIEWS.  `,  `
  • (2025)  Optimizing optic cup and optic disc delineation: Introducing the efficient feature preservation segmentation network.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  144,  `
  • (2024)  Changes in the Incidence of Optic Neuritis before and after the Coronavirus Disease 2019 Outbreak A Nationwide Study 2017–2022.  OPHTHALMOLOGY.  `,  `
  • (2024)  Incident non-infectious uveitis risk after immune checkpoint inhibitor treatment.  OPHTHALMOLOGY.  131,  7
  • (2024)  Long-Term Autoimmune Inflammatory Rheumatic Outcomes of COVID-19 : A Binational Cohort Study.  ANNALS OF INTERNAL MEDICINE.  177,  3
  • (2023)  Association between statin use and the prognosis of hepatocellular carcinoma after resection: a nationwide cohort study.  ECLINICALMEDICINE.  65, 
  • (2023)  Breastfeeding and impact on childhood hospital admissions: a nationwide birth cohort in South Korea.  NATURE COMMUNICATIONS.  14,  1
  • (2023)  Deep Learning-Based Classification of Abrasion and Ischemic Diabetic Foot Sores Using Camera-Captured Images.  MATHEMATICS.  11,  17
  • (2023)  A CNN-Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework.  INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS.  2023, 
  • (2022)  Incidence, prevalence, and global burden of autism spectrum disorder from 1990 to 2019 across 204 countries.  MOLECULAR PSYCHIATRY. 
  • (2021)  Autoimmune inflammatory rheumatic diseases and COVID-19 outcomes in South Korea: a nationwide cohort study.  LANCET RHEUMATOLOGY.  3,  10
  • (2021)  Predictors of mortality in thrombotic thrombocytopenia after adenoviral COVID-19 vaccination: the FAPIC score.  EUROPEAN HEART JOURNAL.  42,  39
  • (2021)  Statin Use and COVID-19 Infectivity and Severity in South Korea: Two Population-Based Nationwide Cohort Studies.  JMIR PUBLIC HEALTH AND SURVEILLANCE.  7,  10
  • (2021)  Proton pump inhibitors and the risk of severe COVID-19: a post-hoc analysis from the Korean nationwide cohort.  GUT.  70,  10
  • (2021)  Severe clinical outcomes of COVID-19 associated with proton pump inhibitors: a nationwide cohort study with propensity score matching.  GUT.  70,  1
  • (2020)  Association between mental illness and COVID-19 susceptibility and clinical outcomes in South Korea: a nationwide cohort study.  LANCET PSYCHIATRY.  7,  12
  • (2019)  Short-term effects of multiple outdoor environmental factors on risk of asthma exacerbations: Age-stratified time-series analysis.  JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY.  144,  6