RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks

Glaucoma is a chronic eye disease that damages the optic nerve, often leading to permanent vision loss. Early screening with automated technology is crucial to assist ophthalmologists in making accurate diagnoses. One of the key technologies for automated diagnosis is the segmentation of the optic d...

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Bibliographic Details
Main Authors: Mohammad J. M. Zedan, Siti Raihanah Abdani, Jaesung Lee, Mohd Asyraf Zulkifley
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
MS attention mechanism
glaucoma screening
multi-scale features
optic cup segmentation
optic disc segmentation
semantic segmentation
Online Access:https://ieeexplore.ieee.org/document/10824799/
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