本项目系统整理了基于半监督学习的医学图像分割论文（2017年-2020年）。同时为了便于评估和公平比较，本项目试图建立一个半监督医学图像分割基准，以促进医学图像分割社区中的半监督学习研究。 代码链接：https://github.com/HiLab-git/SSL4MIS

  1. 【2020】Self-paced and self-consistent co-training for semi-supervised image segmentation
  2. 【2020】Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy
  3. 【2020】A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision
  4. 【2020】Active Contour Regularized Semi-supervised Learning for COVID-19 CT Infection Segmentation with Limited Annotations
  5. 【2020】Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation

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