K. U. Nisa

Enhancing early diabetic retinopathy detection: a fine-tuned NASNet framework with robust validation and external generalization

This study proposes a robust multiclass DR classification framework using a fine-tuned NASNetLarge architecture applied to retinal fundus images that shows strong potential as an automated DR screening tool for early-stage detection and large-scale population screening.