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교수소개

전임교수

  • 교수 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

  • (2026)  Explainable Adaptive Path Reconfiguration for Obstacle Avoidance in UAV Networks Using Transformer-based Predictive Modeling and Bio-Inspired Optimization.  IEEE INTERNET OF THINGS JOURNAL.  13,  13
  • (2026)  Adaptive kernel fusion network with a boundary-aware decoder for generalizable colorectal polyp segmentation.  Expert Systems with Applications.  331, 
  • (2026)  A review of the emergence of AI-driven cognitive digital phenotyping: Multimodal sensing, foundation models, and the path toward digital twins for human cognition.  COMPUTER SCIENCE REVIEW.  62,  `
  • (2026)  Robust Steganography Technique for Enhancing the Protection of Medical Records in Healthcare Informatics.  IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.  30,  4
  • (2026)  SMC-LUD:Large-Scale B-Mode Liver Ultrasound Dataset for Hepatocellular Carcinoma and Hemangioma Classification.  SCIENTIFIC DATA.  13,  1
  • (2026)  Phylogenomics to Structure: Evolutionary and clinical signals in the TP53 DNA-binding core through LOOCV-validated ensemble learning.  BRIEFINGS IN BIOINFORMATICS.  `,  `
  • (2026)  Severity-Specific Trends and Future Projections of Traumatic Brain Injury in the Americas, 1990–2050.  SN Comprehensive Clinical Medicine.  8,  1
  • (2025)  From task-specific to foundation models: A paradigm shift in medical vision-language analysis.  COMPUTER SCIENCE REVIEW.  59,  1
  • (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)  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.  60,  7
  • (2025)  Changes in the Incidence of Optic Neuritis before and after the Coronavirus Disease 2019 Outbreak A Nationwide Study 2017-2022.  OPHTHALMOLOGY.  132,  3
  • (2025)  Optimizing optic cup and optic disc delineation: Introducing the efficient feature preservation segmentation network.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  144,  `
  • (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.