VTG-Net: A CNN Based Vessel Topology Graph Network for Retinal Artery/Vein Classification

From diagnosing cardiovascular diseases to analyzing the progression of diabetic retinopathy, accurate retinal artery/vein (A/V) classification is critical. Promising approaches for A/V classification, ranging from conventional graph based methods to recent convolutional neural network (CNN) based m...

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Bibliographic Details
Main Authors: Suraj Mishra, Ya Xing Wang, Chuan Chuan Wei, Danny Z. Chen, X. Sharon Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-11-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.750396/full