Author

Jiayi Yu

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Jul 2026

MDSF-Net: Mamba-driven spatial–spectral dual-stream fusion and hierarchical semantic linking for medical image segmentation

A novel segmentation network, MDSF-Net, consisting of two key components: the Spatial-Mamba-Frequency Feature Block (SMFB) and the Hierarchical Semantic Link (HSL) module, which outperforms current state-of-the-art segmentation methods across key quantitative metrics.

Jiayi Yu, Guangyuan Zhang, Kefeng Li et al. · Multimedia Systems · 0 citations