Graph convolutional network based optic disc and cup segmentation on fundus images

BIOMEDICAL OPTICS EXPRESS, pp. 3043-3057, 2020.

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Abstract:

Calculating the cup-to-disc ratio is one of the methods for glaucoma screening with other clinical features. In this paper, we propose a graph convolutional network (GCN) based method to implement the optic disc (OD) and optic cup (OC) segmentation task. We first present a multi-scale convolutional neural network (CNN) as the feature map ...More

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