Benchmarks CNNs, vision transformers, and foundation models on the public UWF4DR dataset for UWF image quality assessment, referable DR detection, and DME identification, with frequency-domain processing and feature fusion.
Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales,
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Exploring Deep Learning and Ultra-Widefield Imaging for Diabetic Retinopathy and Macular Edema
Benchmarks CNNs, vision transformers, and foundation models on the public UWF4DR dataset for UWF image quality assessment, referable DR detection, and DME identification, with frequency-domain processing and feature fusion.