meiyan88 / pkafnet

python, pytorch, torch_geometric

Macrovascular Invasion in Hepatocellular Carcinoma Prediction

Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma

We provide the our PKAFnet and the tumor margin extraction method.

Details

The illustration of the code is listed as following:

The folder "model" includes the architecture of PKAFnet.

The folder "DataUtils" provides the dataloading method of our proposed method, which including margin extraction and image loading.

More information

For more information about PKAFnet, please read the following paper:

Lai, H., Fu, S., Zhang, J., Cao, J., Feng, Q., Lu, L., & Huang, M. Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma. IEEE Transactions on Medical Imaging, 2022.

Please also cite this paper if you are using PKAFnet for your research!