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An effective vessel segmentation method using SLOA-HGC.

Sci Rep · 2025 · PMC11704309 · PMID 39762355

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Through the experimental results, we found that the number of parameters of HetConv shows a decreasing trend as G increases, but when G exceeds 4, the MIoU and ACC of the segmentation results also seem to decrease, which indicates that the segmentation performance of HetConv is affected, so we adopt HetConv with G = 4 as the base structure of the HAP module.

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