Deep Learning Algorithm Detects Presence of Disorganization of Retinal Inner Layers (DRIL)-An Early Imaging Biomarker in Diabetic Retinopathy.

Journal: Translational vision science & technology
Published Date: Jul 3, 2023

Abstract

PURPOSE: To develop and train a deep learning-based algorithm for detecting disorganization of retinal inner layers (DRIL) on optical coherence tomography (OCT) to screen a cohort of patients with diabetic retinopathy (DR).

Authors

  • Rupesh Singh
    Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
  • Srinidhi Singuri
    Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA.
  • Julia Batoki
    Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
  • Kimberly Lin
    Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
  • Shiming Luo
    Cole Eye Institute, Ophthalmic Oncology, Cleveland Clinic, Cleveland, Ohio, USA.
  • Dilara Hatipoglu
    Case Western Reserve University, Cleveland, OH, USA.
  • Bela Anand-Apte
    Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
  • Alex Yuan
    Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.

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