Application of generative adversarial networks in the restoration of blurred optical coherence tomography images caused by optical media opacity in eyes.

Journal: BMJ open ophthalmology
Published Date:

Abstract

PURPOSE: To assess the application of generative adversarial networks (GANs) to restore the blurred optical coherence tomography (OCT) images caused by optical media opacity in eyes.

Authors

  • Zhengfang Wang
    Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China.
  • Shuang Zhou
    NHC Key Laboratory of Food Safety Risk Assessment, China National Center for Food Safety Risk Assessment, Beijing 100021, PR China. Electronic address: szhoupku@gmail.com.
  • Yeye Zhang
    School of Physics and Optoelectronic Engineering, Hainan University, Haikou, China.
  • Jianwei Lin
    Faculty of Basic Education, Putian University, Putian, Fujian, China. Jianwei_lin@126.com.
  • Jinyan Lin
    Department of Physics, Shantou University, Shantou, China.
  • Ming Zhu
    The Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Tsz Kin Ng
    Joint Shantou International Eye Center of Shantou University, the Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Weifeng Yang
    School of Physics and Optoelectronic Engineering, Hainan University, Haikou, China.
  • Geng Wang
    Beijing Jishuitan Hospital, Beijing, China.