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 dataset.
Model Overview
This model is based on BERT base Japanese v3, and has been fine-tuned on the CT-RATE-JPN dataset, which provides Japanese translations of radiology reports from the 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 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