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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 95 11

  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

    134 15

  3. DermoSegDiff DermoSegDiff Public

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

    Python 41 5

  4. deformableLKA deformableLKA Public

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

    Python 124 10

  5. SSCT SSCT Public

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

    Jupyter Notebook 12 1

  6. INCODE INCODE Public

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

    Jupyter Notebook 30 4

Repositories

Showing 10 of 22 repositories
  • Awesome_Mamba Public

    A Comprehensive Survey of Mamba in Deep Learning

    41 MIT 3 0 0 Updated Apr 16, 2024
  • LHUNet Public

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

    Python 8 Apache-2.0 0 0 0 Updated Apr 15, 2024
  • uncertainty3D Public

    Reducing Uncertainty in 3D Medical Image Segmentation

    Python 0 0 0 0 Updated Mar 23, 2024
  • deformableLKA Public

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

    Python 124 10 2 0 Updated Feb 7, 2024
  • INCODE Public

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

    Jupyter Notebook 30 MIT 4 0 0 Updated Jan 13, 2024
  • WaveFormer Public

    [MICCAI 2023] Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers

    Python 8 MIT 0 0 0 Updated Dec 23, 2023
  • TransCeption Public

    Official code for Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

    Jupyter Notebook 43 3 3 0 Updated Dec 17, 2023
  • Awesome-Implicit-Neural-Representations-in-Medical-imaging Public

    [ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

    123 11 0 0 Updated Dec 6, 2023
  • FuseNet Public

    [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation

    Jupyter Notebook 15 MIT 3 0 0 Updated Nov 25, 2023
  • HCA-Net Public

    [ISBI 2024] HCA-Net: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling

    Python 7 0 0 0 Updated Nov 24, 2023
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