Non-invasive Liver Fibrosis Screening on CT Images using Radiomics

This repository contains radiomics-based liver fibrosis detection models from the paper Non-invasive Liver Fibrosis Screening on CT Images using Radiomics. Please see the paper for more details.

If you use the models and code in this repository, please cite:

@misc{yoo2024noninvasiveliverfibrosisscreening,
      title={Non-invasive Liver Fibrosis Screening on CT Images using Radiomics}, 
      author={Jay J. Yoo and Khashayar Namdar and Sean Carey and Sandra E. Fischer and Chris McIntosh and Farzad Khalvati and Patrik Rogalla},
      year={2024},
      eprint={2211.14396},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
}

See the linked notebook for details on performing inference using the liver fibrosis detection models.