Multimodal Machine Learning Using Visual Fields and Peripapillary Circular OCT Scans in Detection of Glaucomatous Optic Neuropathy.

Abstract

Authors

• Jian Xiong
  School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China; Department of Communication Engineering, Chengdu Technological University, Chengdu 611731, China.
• Fei Li
  Institute for Precision Medicine, Tsinghua University, Beijing, China.
• Diping Song
  ShenZhen Key Lab of Computer Vision and Pattern Recognition, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, People's Republic of China; University of Chinese Academy of Sciences, Beijing, People's Republic of China.
• Guangxian Tang
  The First Hospital of Shijiazhuang City, Shijiazhuang, People's Republic of China.
• Junjun He
  ShenZhen Key Lab of Computer Vision and Pattern Recognition, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, People's Republic of China; Shanghai AI Laboratory, Shanghai, People's Republic of China; Shanghai Jiao Tong University, Shanghai, People's Republic of China.
• Kai Gao
  College of Intelligence Science and Technology, National University of Defense Technology, Changsha, Hunan, China.
• Hengli Zhang
  The First Hospital of Shijiazhuang City, Shijiazhuang, People's Republic of China.
• Weijing Cheng
  State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, People's Republic of China.
• Yunhe Song
  State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, People's Republic of China.
• Fengbin Lin
  State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, People's Republic of China.
• Kun Hu
  State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, People's Republic of China.
• Peiyuan Wang
• Ji-Peng Olivia Li
  Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom.
• Tin Aung
  Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
• Yu Qiao
  Department of English and American Studies, RWTH Aachen University, Aachen, North Rhine-Westphalia, Germany.
• Xiulan Zhang
  Zhongshan Ophthalmic Center, Sun Yat-sen University, China. Electronic address: zhangxl2@mail.sysu.edu.cn.
• Daniel Ting
  Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.

Keywords

External Resources