Deciphering the impact of diversity in CNN-based ensembles on overcoming data imbalance and scarcity in medical datasets: A case study on diabetic retinopathy

Author:

Inamullah ,Hassan Saima,Belhaouari Samir Brahim,Amin Ibrar

Publisher

Elsevier BV

Reference51 articles.

1. The increasing rate of diabetes in Pakistan: a silent killer;Azeem;Annals of Medicine & Surgery,2022

2. Diabetic retinopathy detection using VGG-NIN a deep learning architecture;Khan;IEEE Access,2021

3. Diabetic retinopathy detection through deep learning techniques: a review;Alyoubi;Inform Med Unlocked,2020

4. Automated diabetic retinopathy screening using deep learning;Guefrachi;Multimed Tool Appl,2024

5. Transfer learning for diabetic retinopathy detection: a study of dataset combination and model performance;Mutawa;Appl Sci,2023

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