Transformer-Enhanced Retinal Vessel Segmentation for Diabetic Retinopathy Detection Using Attention Mechanisms and Multi-Scale Fusion

Eye health has become a significant concern in recent years, given the rising prevalence of visual impairment resulting from various eye disorders and related factors. Global surveys suggest that approximately 2.2 billion individuals are visually impaired, with at least 1 billion affected by treatab...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Hyung-Joo Kim, Hassan Eesaar, Kil To Chong
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	retinal vessel segmentation transformer joint pyramid upsampling attention mechanisms multi-scale analysis
Online Access:	https://www.mdpi.com/2076-3417/14/22/10658