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1. Medical-Image-Segmentation-Benchmarks Medical-Image-Segmentation-Benchmarks Public

   A Pytorch implement of medical image segmentation U-shape architecture benchmarks

   Python 89 4

2. CMUNeXt CMUNeXt Public

   [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion"

   Python 85 10

3. MambaMIM MambaMIM Public

   MambaMIM: Pre-training Mamba with State Space Token-interpolation

   Python 21 1

4. HySparK HySparK Public

   [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training

   Python 12

5. CMU-Net CMU-Net Public

   [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"

   Python 70 5

6. Hi-End-MAE Hi-End-MAE Public

   Official pytorch code for "Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation"

   Python 5 2