2023
DOI: 10.3389/fmed.2023.1309795
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Neighbored-attention U-net (NAU-net) for diabetic retinopathy image segmentation

Tingting Zhao,
Yawen Guan,
Dan Tu
et al.

Abstract: BackgroundDiabetic retinopathy-related (DR-related) diseases are posing an increasing threat to eye health as the number of patients with diabetes mellitus that are young increases significantly. The automatic diagnosis of DR-related diseases has benefited from the rapid development of image semantic segmentation and other deep learning technology.MethodsInspired by the architecture of U-Net family, a neighbored attention U-Net (NAU-Net) is designed to balance the identification performance and computational c… Show more

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