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Overview of methods. AUC = area under curve; CNNs = convolutional neural networks; DR = diabetic retinopathy; SEED = Singapore Epidemiology of Eye Diseases; SWIN = Hierarchical Vision transformer using Shifted Windows; VAN = Visual Attention Network; VGG = Visual Geometry Group; ViT = vision transformer.
