Autonomous Screening for Diabetic Macular Edema Using Deep Learning Processing of Retinal Images.

Journal: Ophthalmology science
Published Date: Jan 31, 2025

Abstract

OBJECTIVE: To develop and validate a deep learning model for diabetic macular edema (DME) detection using color fundus imaging, which is applicable in a diverse, multidevice clinical setting.

Authors

  • Idan Bressler
    AEYE Health, New York, New York, USA.
  • Rachelle Aviv
    AEYE Health, New York, New York, USA rachelle@aeyehealth.com.
  • Danny Margalit
    AEYE Health, New York, New York, USA.
  • Gal Yaakov Cohen
    The Goldschleger Eye Institute, Sheba Medical Center, Tel Hashomer, Israel.
  • Tsontcho Ianchulev
    AEYE Health, New York, New York, USA.
  • Shravan V Savant
    Department of Ophthalmology, Lahey Hospital & Medical Center, Peabody, Massachusetts.
  • David J Ramsey
    Department of Ophthalmology, Lahey Hospital & Medical Center, Peabody, Massachusetts.
  • Zack Dvey-Aharon
    AEYE Health, New York, New York, USA.

Keywords

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