In this paper, we present a CNN architecture that can automatically separation Artery/Vein on retinal fundus images. The proposed method consists of three basic ...
Dec 9, 2024 · This architecture decides whether the blood vessel pixels in the fundus image are arteries or veins. The proposed method was evaluated on ...
This paper reviews recent state-of-the-art works utilizing the color fundus image taken from one of the imaging modalities used in ophthalmology.
Separation of arteries and veins in retinal fundus images with a new CNN architecture. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING ...
This paper presents a new approach to solve this problem by means of a Fully-Connected Convolutional Neural Network that is specifically adapted for artery/vein ...
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A novel application of fundus image segmentation based on deep learning that achieves A/V discrimination in an automated setting.
Oct 29, 2022 · This study presents a segmentation method for the blood vessels and provides a method for disease diagnosis in individuals based on retinal images.
Oct 22, 2024 · ... Separation of arteries and veins in retinal fundus images with a new CNN architecture. Article. Nov 2022. Buket Toptaş · Davut Hanbay.
An accurate approach, based on deep neural networks, for the joint segmentation and classification of the retinal veins and arteries from color fundus ...