Saifuddin Ahmed

Cross-Dataset Generalization of ImageNet Pre-trained CNNs for Glaucoma Detection from Fundus Images

Most of the deep learning studies on glaucoma diagnosis test their models on images from thesame dataset that was used for training. Such results say little about what happens when the modelmeets a different camera, clinic or patient. In this work we measure that gap for five Ima...