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X-MindFlow

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  1. DAEFormer DAEFormer Public

    [MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

    Python 122 13

  2. Awesome-Transformer-in-Medical-Imaging Awesome-Transformer-in-Medical-Imaging Public

    [MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

    208 25

  3. DermoSegDiff DermoSegDiff Public

    [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation

    Python 81 15

  4. deformableLKA deformableLKA Public

    [WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

    Python 242 19

  5. SSCT SSCT Public

    [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation

    Jupyter Notebook 24 2

  6. INCODE INCODE Public

    [WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings

    Jupyter Notebook 48 8

Repositories

Showing 10 of 27 repositories
  • DKParcellationdMRI Public

    Official repository of the paper titled "Deep Learning-Based Desikan-Killiany Parcellation of the Brain Using Diffusion MRI"

    xmindflow/DKParcellationdMRI’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 16, 2025
  • LHUNet Public

    LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation

    xmindflow/LHUNet’s past year of commit activity
    Python 52 Apache-2.0 4 1 0 Updated Oct 16, 2025
  • SSCT Public

    [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation

    xmindflow/SSCT’s past year of commit activity
    Jupyter Notebook 24 MIT 2 0 0 Updated Oct 11, 2025
  • MSA-2Net Public

    [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation"

    xmindflow/MSA-2Net’s past year of commit activity
    Python 60 MIT 4 2 0 Updated Oct 2, 2025
  • cenet Public

    [MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

    xmindflow/cenet’s past year of commit activity
    Python 23 0 3 0 Updated Sep 10, 2025
  • BrainCL Public

    Official repository of the paper titled "Modality-Agnostic Brain Lesion Segmentation with Privacy-aware Continual Learning"

    xmindflow/BrainCL’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 0 0 0 Updated Jul 31, 2025
  • Awesome_Mamba Public

    Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

    xmindflow/Awesome_Mamba’s past year of commit activity
    256 MIT 18 1 0 Updated Jul 22, 2025
  • INCODE Public

    [WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings

    xmindflow/INCODE’s past year of commit activity
    Jupyter Notebook 48 MIT 8 2 0 Updated Jan 16, 2025
  • Met-Seg Public

    Official repository of the paper titled "Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study"

    xmindflow/Met-Seg’s past year of commit activity
    Python 9 Apache-2.0 3 0 0 Updated Aug 10, 2024
  • DermoSegDiff Public

    [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation

    xmindflow/DermoSegDiff’s past year of commit activity
    Python 81 MIT 15 0 2 Updated Jun 27, 2024
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