README.md

September 4, 2025 · View on GitHub

HSQformer

HSQformer

Paper

NOTE

The paper has not been formally published, and the code has not been organized. Updates are pending.

Latest News 🔥

  • [2025/09/04] Dataset Public Release on Hugging Face!
    We are excited to share an initial release of our US-Liver dataset on Hugging Face, with further updates planned in the near future.
    Access it here: https://huggingface.co/datasets/chaoyinshe/US-Liver
  • [2025/08/03] Sister Paper Published! Our sister paper, "AI enhanced diagnostic accuracy and workload reduction in hepatocellular carcinoma screening" has been published in npj Digital Medicine. You can read it here: https://www.nature.com/articles/s41746-025-01892-9
  • [2025/03/15] Updated model weights, we're sorry that we haven't obtained ethical approval for more data sources. However, we have been granted the right to release the model weights, which you can access here.The three checkpoints will be used in future work to assist doctors in diagnosis and for prospective validation.
  • [2025/01/15] Dataset Upload:The data originates from the Third Affiliated Hospital of Sun Yat-sen University, corresponding to the single-center test in the paper.

About

Ethical Certification Date: May 15, 2023

Certifying Institution: The Third Affiliated Hospital of Sun Yat-sen University

Usage Restrictions

This dataset is intended for academic research only and cannot be used for commercial purposes. When using this dataset, please abide by relevant laws, regulations, and ethical guidelines.

Getting Started

Waiting for update

Citation

If you use this project in your research, please cite the following papers:

@article{lu2025ai,
  title={AI enhanced diagnostic accuracy and workload reduction in hepatocellular carcinoma screening},
  author={Lu, Rui-Fang and She, Chao-Yin and He, Dan-Ni and Cheng, Mei-Qing and Wang, Ying and Huang, Hui and Lin, Ya-Dan and Lv, Jia-Yi and Qin, Si and Liu, Ze-Zhi and others},
  journal={npj Digital Medicine},
  volume={8},
  number={1},
  pages={500},
  year={2025},
  publisher={Nature Publishing Group UK London}
}
@misc{she2025retrospectivesystematicstudyhierarchical,
      title={A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma}, 
      author={Chaoyin She and Ruifang Lu and Danni He and Jiayi Lv and Yadan Lin and Meiqing Cheng and Hui Huang and Lida Chen and Wei Wang and Qinghua Huang},
      year={2025},
      eprint={2502.03772},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2502.03772}, 
}