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Translation Consistent Semi-supervised Segmentation for 3D Medical Images

by Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis and Gustavo Carneiro

<img src="https://user-images.githubusercontent.com/102338056/233821073-0484586c-31a0-4f3f-b4e4-e4837bb2427a.png" width="800" height="300" />

update

Installation

Please install the dependencies and dataset based on the installation document.

Getting start

Please follow this instruction document to reproduce our results.

Results

Our training logs and checkpoints are in this result page.

Acknowledgement

The code is partially borrowed from CPS and UA-MT. Many thanks for their great work. :)

Citation

@article{liu2022translation,
  title={Translation Consistent Semi-supervised Segmentation for 3D Medical Images},
  author={Liu, Yuyuan and Tian, Yu and Wang, Chong and Chen, Yuanhong and Liu, Fengbei and Belagiannis, Vasileios and Carneiro, Gustavo},
  journal={arXiv preprint arXiv:2203.14523},
  year={2022}
}

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