Citations

If you use or extend our work, please cite our paper at TNNLS-2023 and ICASSP-2023.

@ARTICLE{TNNLS2023,
author={Xu, Zhenghua and Xu, Wenting and Wang, Ruizhi and Chen, Junyang and Qi, Chang and Lukasiewicz, Thomas},  
journal={IEEE Transactions on Neural Networks and Learning Systems},   
title={Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty},   
year={2023},  
volume={Early Access},  
doi = {https://doi.org/10.1109/TNNLS.2023.3343391},  
pages={1-15}}
            
@inproceedings{wang2023mvco,
title={MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation},  
author={Wang, Ruizhi and Wang, Xiangtao and Xu, Zhenghua and Xu, Wenting and Chen, Junyang and Lukasiewicz, Thomas},  
booktitle={Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing},  
year={2023}  
}

Requirements

conda env create -f environment.yml

Datasets

To download datasets:

• IU-X-Ray
• MIMIC-CXR