Vision Transformer Embedded Feature Fusion Model with Pre-Trained Transformers for Keratoconus Disease Classification

Vision Transformer Embedded Feature Fusion Model with Pre-Trained Transformers for Keratoconus Disease Classification

Keratoconus is a progressive eye disorder that, if undetected, can lead to severe visual impairment or blindness, necessitating early and accurate diagnosis. The primary objective of this research is to develop a feature fusion hybrid deep learning framework that integrates pretrained Convolutional...

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Bibliographic Details
Main Authors: Md Fatin Ishrak, Md Maruf Rahman, Md Imran Kabir Joy, Anna Tamuly, Salma Akter, Dewan M. Tanim, Shahajada Jawar, Nayeem Ahmed, Md Sadekur Rahman
Format: Article
Language:English
Published: Ital Publication 2025-04-01
Series:Emerging Science Journal
Subjects:
feature fusion model
keratoconus
vision transformer
densenet121
efficientnetb0
inceptionresnetv2
inceptionv3
mobilenetv2
resnet50
vgg16
vgg19.
Online Access:https://ijournalse.org/index.php/ESJ/article/view/2922
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https://ijournalse.org/index.php/ESJ/article/view/2922

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