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H-vmunet: High-order Vision Mamba UNet for medical image segmentation

207
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April 1, 2025
Published Date

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crossref.org › academic paper
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H-vmunet: High-order Vision Mamba UNet for medical image segmentation

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crossref.org › academic paper
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VM-UNet: Vision Mamba UNet for Medical Image Segmentation

In the realm of medical image segmentation, both CNN-based and Transformer-based models have been extensively explored. However, CNNs exhibit limitations in long-range modeling capabilities, wherea...

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FusionMamba: dynamic feature enhancement for multimodal image fusion with Mamba

AbstractMultimodal image fusion aims to integrate information from different imaging techniques to produce a comprehensive, detail-rich single image for downstream vision tasks. Existing methods ba...

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Advances in Medical Image Segmentation: A Comprehensive Review of Traditional, Deep Learning and Hybrid Approaches

Medical image segmentation plays a critical role in accurate diagnosis and treatment planning, enabling precise analysis across a wide range of clinical tasks. This review begins by offering a comp...

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U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

U-Net has become a cornerstone in various visual applications such as image segmentation and diffusion probability models. While numerous innovative designs and improvements have been introduced by...

Frequently Asked Questions (FAQ)

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What is the core focus of the research titled 'H-vmunet: High-order Vision Mamba UNet for medical image segmentation'?

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Are there open-source GitHub repositories related to H-vmunet: High-order Vision Mamba UNet for medical image segmentation?

Yes, open-source projects like fikrikarim/parlor (On-device, real-time multimodal AI. Have natural voice and vision conversations with an AI that runs entirely on your machine. Powered by Gemma 4 E...) are actively building upon these concepts.

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What other academic literature is closely related to 'H-vmunet: High-order Vision Mamba UNet for medical image segmentation'?

Yes, highly correlated activity was mapped. An entry titled 'H-vmunet: High-order Vision Mamba UNet for medical image segmentation' discusses this: No description provided.

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Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

  • GitHub
    fikrikarim/parlor
    On-device, real-time multimodal AI. Have natural voice and vision c...
  • GitHub
    jmerelnyc/Photo-agents
    Autonomous self-evolving agents. Vision-grounded layered memory and...
  • Product Hunt
    Zzzappy
    Science-backed breaks to protect your vision & prevent RSI
  • Product Hunt
    GLM-5V-Turbo
    Vision-to-code foundation model for real GUI automation

Associated Media Narrative