A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head.

Journal: Investigative ophthalmology & visual science
Published Date:

Abstract

PURPOSE: To develop a deep learning approach to digitally stain optical coherence tomography (OCT) images of the optic nerve head (ONH).

Authors

  • Sripad Krishna Devalla
    Ophthalmic Engineering and Innovation Laboratory, Department of Biomedical Engineering, Faculty of Engineering, National University of Singapore, Singapore.
  • Khai Sing Chin
    Department of Statistics and Applied Probability, National University of Singapore, Singapore.
  • Jean-Martial Mari
    GePaSud, Université de la Polynésie Française, Tahiti, French Polynesia.
  • Tin A Tun
    Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Nicholas G Strouthidis
    Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Tin Aung
    Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Alexandre H Thiéry
    Department of Statistics and Applied Probability, National University of Singapore, Singapore.
  • Michaël J A Girard
    Ophthalmic Engineering and Innovation Laboratory, Department of Biomedical Engineering, Faculty of Engineering, National University of Singapore, Singapore.