AUTOMATED DETECTION OF VITRITIS USING ULTRAWIDE-FIELD FUNDUS PHOTOGRAPHS AND DEEP LEARNING.

Journal: Retina (Philadelphia, Pa.)
PMID:

Abstract

BACKGROUND/PURPOSE: Evaluate the performance of a deep learning algorithm for the automated detection and grading of vitritis on ultrawide-field imaging.

Authors

  • Bayram Mhibik
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Desire Kouadio
    Department of Ophthalmology, Centre Hospitalier Intercommunal de Créteil, Créteil, France.
  • Camille Jung
    Clinical Research Center, Centre Hospitalier Intercommunal de Créteil, Créteil, France.
  • Chemsedine Bchir
    Department of Mathematics and Engineering Applications, Sorbonne Université, Paris, France ; and.
  • Adelaide Toutée
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Federico Maestri
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Karmen Gulic
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Alexandra Miere
    Department of Ophthalmology, Centre Hospitalier Intercommunal de Créteil, Créteil, France; Laboratory of Images, Signals and Intelligent Systems (LISSI), (EA N° 3956), University Paris-Est, Créteil, France. Electronic address: alexandra.miere@chicreteil.fr.
  • Alessandro Falcione
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Myriam Touati
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Dominique Monnet
    Department of Ophthalmology, Université de Paris, Cochin University Hospital, Paris, France .
  • Bahram Bodaghi
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.
  • Sara Touhami
    Department of Ophthalmology, Sorbonne Université, Pitié Salpêtrière University Hospital, Paris, France.