Deep Transfer Learning Models for Medical Diabetic Retinopathy Detection.

Journal: Acta informatica medica : AIM : journal of the Society for Medical Informatics of Bosnia & Herzegovina : casopis Drustva za medicinsku informatiku BiH
Published Date: Dec 1, 2019

Abstract

INTRODUCTION: Diabetic retinopathy (DR) is the most common diabetic eye disease worldwide and a leading cause of blindness. The number of diabetic patients will increase to 552 million by 2034, as per the International Diabetes Federation (IDF).

Authors

  • Nour Eldeen M Khalifa
    Information Technology Department, Faculty of Computers and Artificial Intelligence Cairo University, Giza, Egypt.
  • Mohamed Loey
    Computer Science Department, Faculty of Computers and Informatics Benha University, Qalubia, Egypt.
  • Mohamed Hamed N Taha
    Information Technology Department, Faculty of Computers and Artificial Intelligence Cairo University, Giza, Egypt.
  • Hamed Nasr Eldin T Mohamed
    Ophthalmology Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt.

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