Challenges and Solutions with Lightweight Models for Diabetic Retinopathy Detection

J Dhiviya Rose, A Jain, S Tiwari - … on MAchine inTelligence for Research & …, 2023 - Springer
Diabetes retinopathy (DR) will become the primary cause of blindness in developing nations
if it is not properly managed at the appropriate time. A cost-effective method for screening a …

An Ensemble Approach to Detect Diabetic Retinopathy using the Residual Contrast Limited Adaptable Histogram Equalization Method

S Shilpa, B Karthik - 2023 Second International Conference on …, 2023 - ieeexplore.ieee.org
If untreated, diabetic retinopathy (DR), an irreversible disease of the retina brought on by
high blood sugar, can cause blindness. In this research, a unique automated method for DR …

Diabetic Retinopathy Classification Using Deep Learning

AS Sathwik, R Agarwal, SS Basa - EAI Endorsed Transactions …, 2023 - publications.eai.eu
One of the main causes of adult blindness and a frequent consequence of diabetes is
diabetic retinopathy (DR). To avoid visual loss, DR must be promptly identified and …