Latent space autoencoder generative adversarial model for retinal image synthesis and vessel segmentation

Abstract Diabetes is a widespread condition that can lead to serious vision problems over time. Timely identification and treatment of diabetic retinopathy (DR) depend on accurately segmenting retinal vessels, which can be achieved through the invasive technique of fundus imaging. This methodology f...

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Bibliographic Details
Main Authors: K. Radha, Yepuganti Karuna
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medical Imaging
Subjects:
Online Access:https://doi.org/10.1186/s12880-025-01694-1
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