Detecting severity of Diabetic Retinopathy from fundus images: A transformer network-based review

Tejas Karkera, Chandranath Adak, Soumi Chattopadhyay, Muhammad Saqib

Abstract: Highlights•Computational assessment of diabetic retinopathy (DR) via fundus image analysis.•Utilizing transformer networks for early detection and severity assessment of DR.•Ensembling diverse image transformers for automated DR severity analysis.•Comprehensive experiments on APTOS-2019, comparing with state-of-the-art methods.