README.md

SpineAI-Bilsky-Grading

SpineAI Paper with Code

Dataset

Coming soon!

Bilsky-Grading model

An overview of the proposed Bilsky-Grading model.

Environment

• Python==3.9
• Pytorch==1.9.1
• Keras==2.2.2

Run the code

bash train.sh

Training visualization

$ tensorboard --logdir path_to_current_dir/logs

Results

Internal Test Set

Normal	Abnormal	Avg Acc
93.58	97.62	95.6

External Test Set

Normal	Abnormal	Avg Acc
98.12	89.94	94.03

🤝 Referencing and Citing SpineAI

If you find our work useful in your research and would like to cite our Radiology paper, please use the following citation:

📫 Contact

Address correspondence to J.T.P.D.H. (e-mail: james_hallinan AT nuhs.edu.sg)

Disclaimer

This code base is for research purposes and no warranty is provided. We are not responsible for any medical usage of our code.