Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images

Proliferative diabetic retinopathy (PDR) is an advanced diabetic retinopathy stage, characterized by neovascularization, which leads to ocular complications and severe vision loss. However, the available DR-labeled retinal image datasets have a small representation of images of the severest DR grade...

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Bibliographic Details
Main Authors: Teresa Araujo, Guilherme Aresta, Luis Mendonca, Susana Penas, Carolina Maia, Angela Carneiro, Ana Maria Mendonca, Aurelio Campilho
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9214404/