Deep learning based retinal vessel segmentation and hypertensive retinopathy quantification using heterogeneous features cross-attention neural network

Retinal vessels play a pivotal role as biomarkers in the detection of retinal diseases, including hypertensive retinopathy. The manual identification of these retinal vessels is both resource-intensive and time-consuming. The fidelity of vessel segmentation in automated methods directly depends on t...

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Bibliographic Details

Published in:	Frontiers in Medicine
Main Authors:	Xinghui Liu, Hongwen Tan, Wu Wang, Zhangrong Chen
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-05-01
Subjects:	retinal vessel segmentation hypertensive retinopathy quantification deep learning cross-attention network color fundus images
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2024.1377479/full