|
--- |
|
{} |
|
--- |
|
<b>TNM-Classifier</b> |
|
|
|
<b>Overview</b> |
|
|
|
TNM-Classifier is a model based on BERT designed to predict the TNM classification of cancer from radiology reports of lung cancer patients. This model is based on the NTCIR-17 MedNLP-SC Radiology Report Subtask (MedTxt-RR) and has been retrained using the corpus released in MedTxt-RR. |
|
This model is for the model in [this github](https://github.com/sociocom/TNM-Classifier-Tester). |
|
|
|
<b>Model Features</b> |
|
|
|
- **Model Architecture**: JMedRoBERTa (manbyo-wordpiece) |
|
- **Training Data**: MedTxt-RR corpus |
|
- **Use Case**: TNM classification of lung cancer (predicting tumor size, lymph node involvement, and distant metastasis) |
