Artificial Intelligence Classification of Central Visual Field Patterns in Glaucoma.

Journal: Ophthalmology
Published Date:

Abstract

PURPOSE: To quantify the central visual field (VF) loss patterns in glaucoma using artificial intelligence.

Authors

  • Mengyu Wang
    Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts.
  • Lucy Q Shen
    Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts.
  • Louis R Pasquale
    Eye and Vision Research Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
  • Michael V Boland
    Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
  • Sarah R Wellik
    Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, Florida.
  • Carlos Gustavo De Moraes
    Bernard and Shirlee Brown Glaucoma Research Laboratory, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, New York, New York.
  • Jonathan S Myers
    Wills Eye Hospital, Thomas Jefferson University, Philadelphia, Pennsylvania.
  • Thao D Nguyen
    Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland.
  • Robert Ritch
    Einhorn Clinical Research Center, New York Eye and Ear Infirmary of Mount Sinai, New York, New York.
  • Pradeep Ramulu
    Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
  • Hui Wang
    Department of Vascular Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
  • Jorryt Tichelaar
    Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts.
  • Dian Li
    Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts.
  • Peter J Bex
    Department of Psychology, Northeastern University, Boston, Massachusetts.
  • Tobias Elze
    Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts; Complex Structures in Biology and Cognition, Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany. Electronic address: tobias-elze@tobias-elze.de.