DA-Res2UNet: Explainable blood vessel segmentation from fundus images

DA-Res2UNet: Explainable blood vessel segmentation from fundus images

Blood vessel segmentation in fundus images is necessary for the diagnosis of ophthalmic diseases. In recent years, deep learning has achieved eminent performance in blood vessel segmentation, and there still exist challenges to reduce misidentification and improve microvascular segmentation accuracy...

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Bibliographic Details
Main Authors: Renyuan Liu, Tong Wang, Xuejie Zhang, Xiaobing Zhou
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:Alexandria Engineering Journal
Subjects:
Retinal vessel segmentation
Explainable
U-Net
Res2block
Dual attention
Spatial attention
Online Access:http://www.sciencedirect.com/science/article/pii/S111001682300073X

Internet

http://www.sciencedirect.com/science/article/pii/S111001682300073X

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