Study Results from Koneru Lakshmaiah Education Foundation Update Understanding of Diabetic Retinopathy (Diagnosis and Multiclass Classification of Diabetic Retinopathy Using Enhanced Multi Thresholding Optimization Algorithms and Improved Naive...).

A study conducted by the Koneru Lakshmaiah Education Foundation in Andhra Pradesh, India, focuses on the early diagnosis and classification of diabetic retinopathy, a condition that can lead to blindness in diabetic patients. The researchers propose a methodology that involves data preprocessing, image-enhancing techniques, segmentation, feature extraction, and classification using an improved Naive Bayes classifier. The study demonstrates that the improved classifier accurately diagnoses diabetic retinopathy from retinal fundus images with a high level of accuracy. The research provides valuable insights into the use of optimization algorithms and machine learning in the field of ophthalmology. [Extracted from the article]