Faculty

Faculty

Image

양세정 교수

  • 전공분야 의료영상처리 및 의료인공지능
  • 주요 관심분야 병변 분할 및 분류, 타겟 추적 및 판별, 진단보조 자동화 시스템

Sejung Yang Professor

  • Major Field Medical Image Processing, Medical Artificial Intelligence
  • Research Interests Lesion segmentation & classification, target detection & identification, computer-aided diagnosis automation
소속 및 경력
Affiliation & Professional Experience
  • 현) 원주의과대학 정밀의학과 부교수
  • 현) 원주의과대학 영상의학과 겸무교수
  • Associate Professor, Department of Precision Medicine, Yonsei University Wonju College of Medicine
  • Adjunct Professor, Department of Radiology, Yonsei University Wonju College of Medicine
학력사항
Education
  • 이화여자대학교 정보통신학과 학사 (2001)
  • University of Southern California, Electrical Engineering 석사 (2005)
  • 이화여자대학교 대학원 전자정보통신공학 박사(2011)
  • 2001 B.S. in Information and Telecommunications, Ewha Womans University
  • 2005 M.S. in Electrical Engineering, University of Southern California
  • 2011 Ph.D. in Electronic and Electrical Engineering, Ewha Womans University Graduate School
교육 및 연구경력
Academic & Professional Career
  • 2011.9-2012.8 이화여자대학교 공과대학 박사후연구원
  • 2012.9-2013.12 이화여자대학교 연구교수
  • 2014.1-2015.12 이대목동병원 연구조교수
  • 2016.3-2018.2 Stanford University 방문 연구원
  • 2016.3-2018.2 Zap Surgical Systems, USA 소프트웨어 컨설턴트
  • 2018.3-2023.2 연세대학교 미래캠퍼스 의공학부 조교수
  • 2023.3-2024.2 연세대학교 원주의과대학 정밀의학과 조교수
  • 2024.3-현재 연세대학교 원주의과대학 정밀의학과 부교수
  • IEEE Access Associate Editor
  • Biomedical Engineering Letters Associate Editor
  • 의공학회 학회지 편집위원
  • 2013-현재 대한의용생체공학회 정회원, 융합특임이사(2023), 정보이사(2024), 학술이사(2025-현재)
  • 2023-현재 대한영상정보의학회 정회원, 재무이사(2023-2024), 총무이사(2025-현재)
  • 2011.9–2012.8. Postdoctoral Fellow, Ewha Womans University College of Engineering
  • 2012.9–2013.12. Research Professor, Ewha Womans University
  • 2014.1–2015.12. Research Associate Professor, Ewha Womans University Mokdong Hospital
  • 2016.3–2018.2. Visiting Researcher, Stanford University
  • 2016.3–2018.2. Software Consultant, Zap Surgical Systems, USA
  • 2018.3–2023.2. Assistant Professor, Yonsei University Mirae Campus College of Engineering
  • 2023.3–2024.2. Assistant Professor, Dept. of Precision Medicine, Yonsei University Wonju College of Medicine
  • 2024.3–Present. Associate Professor, Dept. of Precision Medicine, Yonsei University Wonju College of Medicine
  • IEEE Access — Associate Editor
  • Biomedical Engineering Letters — Associate Editor
  • Korean Society of Medical & Biological Engineering — Member, Special Interest Group Director (2023), Information Director (2024), Academic Director (2025–present)
  • Korean Society of Imaging informatics in medicine — Member, Finance Director (2023–2024), General Affairs Director (2025–present)
주요 대표 논문
Publications
  • “Class-Agnostic Feature-Learning-Based Deep-Learning Model for Robust Melanoma Prediction”, IEEE Journal of Biomedical and Health Informatics, 2025
  • “Chromosome analysis method based on deep learning: Counting chromosomes and detecting abnormal chromosomes”, Biomedical Signal Processing and Control, 91, 105891, 2024
  • “Full automation of point defect detection in transition metal dichalcogenides through a dual mode deep learning algorithm”, Materials Horizons, 11(3):747-757, 2024
  • “Materials property mapping from atomic scale imaging via machine learning based sub-pixel processing”, npj Computational Materials, 8, 196, Sep. 15 2022
  • “Deep Learning Algorithms for Predicting Breslow Thickness from Dermoscopic Images of Acral Lentiginous Melanomas”, Journal of Investigative Dermatology, Jan. 12 2022