RSAP-Net: joint optic disc and cup segmentation with a residual spatial attention path module and MSRCR-PT pre-processing algorithm

RSAP-Net: joint optic disc and cup segmentation with a residual spatial attention path module and MSRCR-PT pre-processing algorithm

Abstract Background Glaucoma can cause irreversible blindness to people’s eyesight. Since there are no symptoms in its early stage, it is particularly important to accurately segment the optic disc (OD) and optic cup (OC) from fundus medical images for the screening and prevention of glaucoma. In re...

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Bibliographic Details
Main Authors: Yun Jiang, Zeqi Ma, Chao Wu, Zequn Zhang, Wei Yan
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Bioinformatics
Subjects:
Joint optic disc and cup segmentation
Glaucoma screening
Convolutional neural work
Attention mechanism
Pre-processing
Retinex theory
Online Access:https://doi.org/10.1186/s12859-022-05058-2

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