|
--- |
|
license: cc-by-nc-sa-4.0 |
|
--- |
|
|
|
# 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 |
|
|
