Performance analysis of pretrained convolutional neural network models for ophthalmological disease classification.

Journal: Arquivos brasileiros de oftalmologia
Published Date:

Abstract

PURPOSE: This study aimed to evaluate the classification performance of pretrained convolutional neural network models or architectures using fundus image dataset containing eight disease labels.

Authors

  • Busra Emir
    Department of Biostatistics, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey.
  • Ertugrul Colak
    Department of Biostatistics, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey.