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license: cc-by-nc-sa-4.0
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# CT-BERT-JPN

CT-BERT-JPN is a Japanese BERT-based model for multilabel classification of abnormal findings in radiology reports, fine-tuned on the [CT-RATE-JPN](https://huggingface.co/datasets/YYama0/CT-RATE-JPN) dataset.

## Model Overview

This model is based on [BERT base Japanese v3](https://huggingface.co/tohoku-nlp/bert-base-japanese-v3), and has been fine-tuned on the [CT-RATE-JPN](https://huggingface.co/datasets/YYama0/CT-RATE-JPN) dataset, which provides Japanese translations of radiology reports from the [CT-RATE]((https://huggingface.co/datasets/ibrahimhamamci/CT-RATE)) dataset. The training data consists of deduplicated radiology reports with corresponding abnormality labels.

## Model Performance

Coming soon...

## Citation

### Base BERT Model:
Please cite the original BERT Japanese model from [cl-tohoku/bert-japanese].

### CT-RATE Dataset:
Please visit the [original CT-RATE repository](https://huggingface.co/datasets/ibrahimhamamci/CT-RATE) for the appropriate citation information.

### CT-RATE-JPN:
Citation information will be provided upon the release of our forthcoming paper.

## License

This model is released under the Creative Commons Attribution-NonCommercial-ShareAlike (CC-BY-NC-SA) license, maintaining consistency with the original CT-RATE dataset.

This license requires:
- Non-commercial use only
- Appropriate attribution
- Sharing of derivative works under the same license terms

## Acknowledgments

- The original BERT Japanese model developers (cl-tohoku)
- The CT-RATE dataset creators