교수 상세정보

학력

• 2012.08 인하대학교(학사)/전자공학과
  2018.12 Univ. of Michigan(석사)/전기및컴퓨터공학과
  2020.05 Univ. of Michigan(박사)/전기및컴퓨터공학과

경력

• 2012.07 ~ 2015.01 삼성전자 (System LSI 사업부 전략기획팀 기술기획그룹) 사원
  2020.09 ~ 2022.02 Siemens Healthineers (Digital Technology&Innovation Center) Senior AI scientist

연구업적

학위논문

주요학술논문

• Momentum-Net: Fast and Convergent Iterative Neural Network for Inverse Problems, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 45권,4호, pp. 4915~4931, 2023
  A deep neural network for fast and accurate scatter estimation in quantitative SPECT/CT under challenging scatter conditions, EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 47권,13호, pp. 2956~2967, 2020
  Improved Low-Count Quantitative PET Reconstruction With an Iterative Neural Network, IEEE TRANSACTIONS ON MEDICAL IMAGING, 39권,11호, pp. 3512~3522, 2020
  Y-90 SPECT ML image reconstruction with a new model for tissue-dependent bremsstrahlung production using CT information: a proof-of-concept study, PHYSICS IN MEDICINE AND BIOLOGY, 63권,11호, 2018
  A PET reconstruction formulation that enforces non-negativity in projection space for bias reduction in Y-90 imaging, PHYSICS IN MEDICINE AND BIOLOGY, 63권,3호, 2018

주요학술저서

북 챕터

특허

서훈/표창/수상