ACM Transactions on Multimedia Computing Communications and Applications· 2025Q1
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
- 541citations
- Q1SCImago
- 2025year
Short summary
VM-UNet, a novel U-shaped architecture for medical image segmentation, leverages State Space Models (SSMs) like Mamba to achieve linear computational complexity and effective long-range modeling, outperforming previous CNN and Transformer models.
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Computer Vision and Pattern RecognitionComputer Science