Enhanced Transformer Network With High-Dimensional Attention Mechanism for Diabetic Retinopathy Classification

Enhanced Transformer Network With High-Dimensional Attention Mechanism for Diabetic Retinopathy Classification

Diabetic Retinopathy (DR) is a severe condition that affects diabetic patients, potentially leading to irreversible vision loss if not addressed in its early stage. DR is classified into two types: Non-Proliferative DR (NPDR), the initial stage, and Proliferative DR (PDR), the advanced stage. The pr...

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Bibliographic Details
Main Authors: M. Rizvana, Sathiya Narayanan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
neural network
attention mechanism
vision transformer
Online Access:https://ieeexplore.ieee.org/document/11080385/
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https://ieeexplore.ieee.org/document/11080385/

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