Brighteye: A Vision Transformer-based Approach for Glaucoma Screening from Color Fundus Photographs

Brighteye, a Vision Transformer-based model, can effectively detect glaucoma and classify glaucomatous features from color fundus photographs by leveraging long-range pixel relationships and achieving state-of-the-art performance.