Diabetic Retinopathy Diagnosis based on Convolutional Neural Network in the Russian Population: A Multicenter Prospective Study.

Journal: Current diabetes reviews
PMID:

Abstract

BACKGROUND: Diabetic retinopathy is the most common complication of diabetes mellitus and is one of the leading causes of vision impairment globally, which is also relevant for the Russian Federation.

Authors

  • Daria Gognieva
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Madina Durzhinskaya
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Irina Vorobyeva
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Petr Chomakhidze
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Alexander Suvorov
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Natalia Kuznetsova
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Alina Bektimirova
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Baraah Al-Dwa
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Magomed Abdullaev
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
  • Yusef Yusef
    Research Institute of Eye Diseases Named After M.M. Krasnov, Federal State Budgetary Institution, Moscow, Russia.
  • Vladislav Pavlov
    Research Institute of Eye Diseases Named After M.M. Krasnov, Federal State Budgetary Institution, Moscow, Russia.
  • Maria Budzinskaya
    Research Institute of Eye Diseases Named After M.M. Krasnov, Federal State Budgetary Institution, Moscow, Russia.
  • Dmitry Sychev
    Ministry of Health of the Russian Federation, Moscow, Russia.
  • Larisa Moshetova
    Federal State Budgetary Educational Institution of Further Professional Education "Russian Medical Academy of Continuous Professional Education" of the Ministry of Healthcare of the Russian Federation, Moscow, Russia.
  • Philipp Kopylov
    World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.