[Application of neural networks for improving the methods of assessment of corneal nerve fibers (preliminary report)].

Journal: Vestnik oftalmologii
PMID:

Abstract

UNLABELLED: Processing large datasets using artificial intelligence is a promising approach in disease diagnosis and monitoring that focuses on improving research algorithms for existing technologies. Interest in studying corneal nerve fibers (CNFs) arises not only from the need to understand the pathogenesis and progression of various ocular diseases but also from the potential for thin, unmyelinated corneal nerves to be used as biomarkers for systemic polyneuropathies.

Authors

  • S E Avetisov
    Krasnov Research Institute of Eye Diseases, Moscow, Russia.
  • Z V Surnina
    Krasnov Research Institute of Eye Diseases, Moscow, Russia.
  • S Georgiev
    Krasnov Research Institute of Eye Diseases, Moscow, Russia.