Hierarchical Multi-Organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images

Official implementation of HoG-Net (MICCAI 2024).

Usage

HoGNet.py contains the HoGNet model and architecture implemented in PyTorch. graph_creation_utils.py contains code to create individual graph representations of 3D medical images given multiple ROIs per image.

Citation

@article{bae2024HoGNet,
  title={HoG-Net: Hierarchical Multi-Organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images},
  author={Bae, Joseph and Kapse, Saarthak and Zhou, Lei and Mani, Kartik and Prasanna, Prateek},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2024},
  organization={Springer}
}