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TransBTS

TransBTS Architecture of 3D TransBTS.

Quantitive comparison of performance

Quantitive comparison of performance on BraTS2019 validation set as well as BraTS2020 validation set between our proposed TransBTS with other SOTA methods.

quantitive_comparison

Visual comparison

Here are some samples from BraTS 2019 dataset for visual comparison between our proposed TransBTS with other SOTA methods.

visual_comparison

Citation

If you use our code or model in your work or find it is helpful, please cite the paper:

@inproceedings{wang2021transbts,
  title={TransBTS: Multimodal Brain Tumor Segmentation Using Transformer},  
  author={Wang, Wenxuan and Chen, Chen and Ding, Meng and Li, Jiangyun and Yu, Hong and Zha, Sen},
  booktitle={International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)},
  year={2021}
}