Findings from National Institute of Technology Broaden Understanding of Diabetic Retinopathy (Data-driven 2d-ewt Based Diabetic Retinopathy Identification Using Hybrid Neural Network).

A research report from the National Institute of Technology in Patna, India discusses findings on diabetic retinopathy (DR), a leading cause of blindness worldwide. The report highlights the development of a data-driven 2D-EWT based automated DR diagnosis system using a hybrid neural network. The system achieved high accuracy rates on three different datasets, outperforming other methods in terms of accuracy, area under the curve, precision, specificity, and sensitivity. The research provides valuable insights into the early detection and diagnosis of DR, offering potential advancements in the field of ophthalmology. [Extracted from the article]