Reproducibility of deep learning based scleral spur localisation and anterior chamber angle measurements from anterior segment optical coherence tomography images.

Journal: The British journal of ophthalmology
PMID:

Abstract

AIMS: To apply a deep learning model for automatic localisation of the scleral spur (SS) in anterior segment optical coherence tomography (AS-OCT) images and compare the reproducibility of anterior chamber angle (ACA) width between deep learning located SS (DLLSS) and manually plotted SS (MPSS).

Authors

  • Peng Liu
    Department of Clinical Pharmacy, Dazhou Central Hospital, Dazhou 635000, China.
  • Risa Higashita
    Tomey Corporation, Nagoya, Japan; Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China.
  • Philip Yawen Guo
    Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China.
  • Keiichiro Okamoto
    Tomey Corporation, Nagoya, Japan.
  • Fei Li
    Institute for Precision Medicine, Tsinghua University, Beijing, China.
  • Anwell Nguyen
    Department of Ophthalmology, University of California San Francisco, San Francisco, California, USA.
  • Rei Sakata
    Department of Ophthalmology, The University of Tokyo, Tokyo, Japan.
  • Lixin Duan
  • Makoto Aihara
    Department of Ophthalmology and Vision Correction, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
  • Shan Lin
    Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China.
  • Xiulan Zhang
    Zhongshan Ophthalmic Center, Sun Yat-sen University, China. Electronic address: zhangxl2@mail.sysu.edu.cn.
  • Christopher Kai-Shun Leung
    Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China liuj@sustech.edu.cn cksleung.cuhk@gmail.com.
  • Jiang Liu
    Department of Pharmacy, The Fourth Hospital of Hebei Medical University Shijiazhuang 050000, Hebei, China.