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insight - Retinal Vessel Segmentation
Enhancing Retinal Vascular Structure Segmentation with Swin-Res-Net Model
The author introduces the Swin-Res-Net model to enhance retinal vessel segmentation by combining the Swin Transformer and Res2net, achieving superior performance metrics.
Enhancing Retinal Vessel Segmentation with Graph Capsule Reasoning
The proposed Graph Capsule Convolution Network (GCC-UNet) effectively captures both local and global features to achieve superior retinal vessel segmentation performance.
A Lightweight Region-Guided Attention Network for Efficient Retinal Vessel Segmentation
A lightweight encoder-decoder network with region-guided attention blocks and weighted dice loss for accurate and efficient segmentation of retinal vessels.
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