Artificial Neural Network-based Detection of Diabetes and its Effects on Vision - A survey

Millions of people are suffering from diabetes, making it a primary health issue now-a-day. International Diabetes Federation mentioned a fact about Diabetes is that there are about 46.5% of adults whose diabetes is undiagnosed. Once the diabetes is detected and if it is not cured for a longer period then it can mainly affect on eyes, kidneys, skin and heart. In this survey, the effects of diabetes on human eyes are mainly considered. Diabetic retinopathy is the common eye disease which damages the retina resulting in permanent blindness. Detection in an early stage is essential to save the person's vision. It also reduces the workload of ophthalmologist in detection of Diabetic Retinopathy. The paper presents the comparison of SVM, ANN and CNN in diagnosing the lesion of the diabetic