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  1. HiLab-git/SSL4MIS HiLab-git/SSL4MIS Public

    Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

    Python 2.3k 395

  2. HiLab-git/DTC HiLab-git/DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 293 49

  3. HiLab-git/WSL4MIS HiLab-git/WSL4MIS Public

    Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

    Python 213 34

  4. HiLab-git/MIDeepSeg HiLab-git/MIDeepSeg Public

    [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

    Python 123 27

  5. HiLab-git/WORD HiLab-git/WORD Public

    [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

    Python 152 19

  6. RAOS RAOS Public

    [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases

    30 1