An Improved Model for Diabetic Retinopathy Detection by using Transfer Learning and Ensemble Learning. (arXiv:2308.05178v1 [eess.IV])

Diabetic Retinopathy (DR) is an ocular condition caused by a sustained high
level of sugar in the blood, which causes the retinal capillaries to block and
bleed, causing retinal tissue damage. It usually results in blindness. Early
detection can help in lowering the risk of DR and its severity. The robust and
accurate prediction and detection of diabetic retinopathy is a challenging
task. This paper develops a machine learning model for detecting Diabetic
Retinopathy that is entirely accurate. Pre-trained models …

arxiv blindness detection ensemble risk transfer transfer learning