A neural network model for predicting the effectiveness of treatment in patients with neovascular glaucoma associated with diabetes mellitus.

Journal: Romanian journal of ophthalmology
PMID:

Abstract

INTRODUCTION: The study hypothesizes that neural networks can be an effective tool for predicting treatment outcomes in patients with diabetic neovascular glaucoma (NVG), considering not only baseline intraocular pressure (IOP) values but also inflammation and intraocular microcirculation indicators.

Authors

  • Olga Volodymyrivna Guzun
    "The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine" State Institution, Odesa, Ukraine.
  • Oleg Serhiyovich Zadorozhnyy
    "The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine" State Institution, Odesa, Ukraine.
  • Volodymyr Viktorovych Vychuzhanin
    "Odesa Polytechnic" National University, Odesa, Ukraine.
  • Natalia Ivanivna Khramenko
    "The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine" State Institution, Odesa, Ukraine.
  • Liudmyla Mykolayivna Velichko
    "The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine" State Institution, Odesa, Ukraine.
  • Andrii Rostyslavovich Korol
    "The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine" State Institution, Odesa, Ukraine.
  • Valeriu Nicon Cușnir
    Department of Ophthalmology and Clinical Optometry, "Nicolae Testemițanu" State University of Medicine and Pharmacy, Chişinău, Republic of Moldova.
  • Lilia Gheorghe Dumbrăveanu
    Department of Ophthalmology and Clinical Optometry, "Nicolae Testemițanu" State University of Medicine and Pharmacy, Chişinău, Republic of Moldova.
  • Vitalie Valeriu Cușnir
    Department of Ophthalmology and Clinical Optometry, "Nicolae Testemițanu" State University of Medicine and Pharmacy, Chişinău, Republic of Moldova.