Indian diabetic retinopathy image dataset (IDRiD): a database for diabetic retinopathy screening research

P Porwal, S Pachade, R Kamble, M Kokare… - Data, 2018 - mdpi.com
Diabetic Retinopathy is the most prevalent cause of avoidable vision impairment, mainly
affecting the working-age population in the world. Recent research has given a better …

A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique

E AbdelMaksoud, S Barakat, M Elmogy - Medical & Biological …, 2022 - Springer
Diabetic retinopathy (DR) is a serious disease that may cause vision loss unawares without
any alarm. Therefore, it is essential to scan and audit the DR progress continuously. In this …

A comprehensive diagnosis system for early signs and different diabetic retinopathy grades using fundus retinal images based on pathological changes detection

E AbdelMaksoud, S Barakat, M Elmogy - Computers in Biology and …, 2020 - Elsevier
Multi-label classification (MLC) is deemed as an effective and dynamic research topic in the
medical image analysis field. For ophthalmologists, MLC benefits can be utilized to detect …

Cascaded Learning Approach for Evaluating Diabetic Retinopathy Severity

DM Kotambkar, PM Wankhede - 2023 OITS International …, 2023 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a diabetes-related eye disease that affects the retina, the tissue
that is light-sensitive lying behind the eye. Among individuals with diabetes, it stands as a …