VALIDATION OF A DEEP LEARNING-BASED ALGORITHM FOR SEGMENTATION OF THE ELLIPSOID ZONE ON OPTICAL COHERENCE TOMOGRAPHY IMAGES OF AN USH2A-RELATED RETINAL DEGENERATION CLINICAL TRIAL.

Journal: Retina (Philadelphia, Pa.)
PMID:

Abstract

PURPOSE: To assess the generalizability of a deep learning-based algorithm to segment the ellipsoid zone (EZ).

Authors

  • Jessica Loo
    Department of Biomedical Engineering, Duke University, Durham, North Carolina.
  • Glenn J Jaffe
    Department of Ophthalmology, Duke University Medical Center, Durham, North Carolina.
  • Jacque L Duncan
    Department of Ophthalmology, University of California, San Francisco, San Francisco, California; and.
  • David G Birch
    Retina Foundation of the Southwest, Dallas, TX, USA.
  • Sina Farsiu
    Department of Biomedical Engineering, Duke University, Durham, NC, USA.