Early Disease Detection: Early detection of retinal diseases such as diabetic retinopathy, age-related macular degeneration, and glaucoma is crucial for timely intervention and treatment. Using a ...

If identified and treated promptly, diabetic retinopathy, a severe complication of diabetes, can cause blindness. The early detection of diabetic retinopathy requires automated devices because manual ...

Diabetic retinopathy (DR), a leading cause of vision impairment worldwide, primarily impacts individuals with diabetes, making early detection vital to prevent irreversible vision loss. Leveraging ...

Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning Nur Nadirah Harun, Shahida Jamaludin, Nur Hafizati Mohtar Open Journal of ...

Diabetes affects more than 101 million people in India today. The number is estimated to reach 125 million by the year 2045. There are several systemic health risks associated with diabetes, such ...

In our study, we improved the image processing quality using the RESNET model and increased the accuracy above 90 percent. The GUI we developed classifies the images into different classes of DR.