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mamba

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Medical image segmentation remains a crucial challenge in automated cardiac diagnosis. We present the CANES-Net architecture, a novel architecture combining U-Net with Transformer attention, Mamba selective state-space modeling with class-specific loss functions to improve multi-class cardiac structure segmentation on the ACDC dataset.

  • Updated Jun 11, 2025
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