most citedMSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation

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cs.CV2025

Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation

Chaowei Chen, Xiang Zhang, Honglie Guo +1

Weak-strong consistency learning strategies are widely employed in semi-supervised medical image segmentation to train models by leveraging limited labeled data and enforcing weak-…

cs.CV2024★ 1 cited

MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation

Chaowei Chen, Li Yu, Shiquan Min +1

State Space Models (SSMs), especially Mamba, have shown great promise in medical image segmentation due to their ability to model long-range dependencies with linear computational…