Rajesh U. Yawle Pradeep B. Mane

A Comprehensive Approach to Diabetic Retinopathy Detection: Preprocessing, Segmentation, and Ensemble Learning-Based Grading

This paper presents a multistage computational pipeline for the automated detection and severity grading of diabetic retinopathy (DR) from retinal fundus images, integrating classical image preprocessing, lesion-oriented segmentation, texture-based feature extraction, and ensemble classification into a single reproduci...