data/networks/TransBTS/README.md

## TransBTS
![TransBTS](https://github.com/Wenxuan-1119/TransBTS/blob/main/figures/architecture_TransBTS.png "architecture_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](https://github.com/Wenxuan-1119/TransBTS/blob/main/figures/quantitative_comparison_TransBTS.png "quantitative_comparison_TransBTS")

## Visual comparison

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

![visual_comparison](https://github.com/Wenxuan-1119/TransBTS/blob/main/figures/qualitative_comparison_TransBTS.png "qualitative_comparison_TransBTS")

## 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}
}
```