Utility of Deep Learning Methods for Referability Classification of Age-Related Macular Degeneration.

Journal: JAMA ophthalmology
Published Date:

Abstract

This study uses fundus images from a national data set to assess 2 deep learning methods for referability classification of age-related macular degeneration.

Authors

  • Phillippe Burlina
    Applied Physics Laboratory, Johns Hopkins University, Baltimore, Maryland.
  • Neil Joshi
    Applied Physics Laboratory, Johns Hopkins University, Laurel, Maryland, United States of America.
  • Katia D Pacheco
    Retina Division, Brazilian Center of Vision Eye Hospital, DF, Brazil.
  • David E Freund
    Applied Physics Laboratory, The Johns Hopkins University, MD, USA. Electronic address: David.Freund@jhuapl.edu.
  • Jun Kong
    Stony Brook University, Stony Brook, NY.
  • Neil M Bressler
    Wilmer Eye Institute, Johns Hopkins University, Baltimore, Maryland4Editor, JAMA Ophthalmology.