Combined Deep Learning of Fundus Images and Fluorescein Angiography for Retinal Artery/Vein Classification

Combined Deep Learning of Fundus Images and Fluorescein Angiography for Retinal Artery/Vein Classification

We present a new framework for achieving highly accurate retinal artery/vein classification based on a combined input of fundus images and corresponding fluorescein angiography (FA) images. Although the observable bloodflow in FA sequences should be a definitive cue to discern artery and vein, it is...

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Bibliographic Details
Main Authors: Sojung Go, Jooyoung Kim, Kyoung Jin Noh, Sang Jun Park, Soochahn Lee
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Artery/vein classification
convolutional neural network
deep learning
fluorescein angiography
fundus images
graph neural network
Online Access:https://ieeexplore.ieee.org/document/9810952/

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