Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network

Abstract Background Glaucoma is an eye disease that causes vision loss and even blindness. The cup to disc ratio (CDR) is an important indicator for glaucoma screening and diagnosis. Accurate segmentation for the optic disc and cup helps obtain CDR. Although many deep learning-based methods have bee...

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Bibliographic Details
Main Authors: Bingyan Liu, Daru Pan, Hui Song
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Medical Imaging
Subjects:
Online Access:https://doi.org/10.1186/s12880-020-00528-6