Development of Automated Classifier of Diabetic Retinopathy using Datasets by Machine Learning

S. Sharon Rose
2019 International Journal for Research in Applied Science and Engineering Technology  
The conspicuous medical condition that occurs in the majority of population enlarges in diabetic. The condition is caused due to varying amount of insulin and glycogen secreted by endocrine gland of pancreas. At the higher stage of diabetes patients may start suffering from some sight disorders. It is due to bleeding or the accumulation of fluid in the retina which is a symptom of Diabetic Retinopathy (DR). Diabetic Retinopathy (DR) is one such abnormality affects the eye due to the significant
more » ... amount of insulin present in the blood stream. When this condition is detected at the earliest stage of inception this abnormality can be controlled easily. if the blood vessels of the retina are damaged, it results in Diabetic Retinopathy (DR). The earliest stage of diabetic retinopathy will be visible on the surface of retina as Micro aneurysm, haemorrhage, exudates.
doi:10.22214/ijraset.2019.4632 fatcat:kzmhvyg3inafto2kfk42znytei