Original paper

Microaneurysm detection using fully convolutional neural networks

Volume: 158, Pages: 185 - 192
Published: May 1, 2018
Abstract
Diabetic retinopathy is a microvascular complication of diabetes that can lead to sight loss if treated not early enough. Microaneurysms are the earliest clinical signs of diabetic retinopathy. This paper presents an automatic method for detecting microaneurysms in fundus photographies. A novel patch-based fully convolutional neural network with batch normalization layers and Dice loss function is proposed. Compared to other methods that require...
Paper Details
Title
Microaneurysm detection using fully convolutional neural networks
Published Date
May 1, 2018
Volume
158
Pages
185 - 192
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