Acknowledgments

We sincerely thank the following experts and institutions for their support and contributions to the HABIT project.

Core developers

Li Chao

  • Institution: Yongchuan Hospital, Chongqing Medical University

Dong Mengshi

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

Jiang Zekun

  • Institution: Biomedical Big Data Research Institute, West China Hospital, Sichuan University

Jiang Kunyuan

  • Institution: West China Medical Robotics Research Institute

Future developers

The following members are expected to join HABIT development.

Clinical collaborators

Dr. Huang Teng

  • Institution: Ganzhou People’s Hospital

Dr. Wang Yaqi

  • Institution: Anhui Medical University Third Affiliated Hospital

Dr. Li Mengsi

  • Institution: Central South University Xiangya Hospital

Dr. Tang Junjie

  • Institution: Southern Medical University Zhujiang Hospital

  • Special contributions: Image registration algorithm design, implementation, and validation (including collaborative test code).

Special thanks

We thank all experts, scholars, and users who have provided valuable feedback in clinical applications, algorithm improvements, and project optimization. Your support drives HABIT’s continued development.

Open source community

HABIT relies on many excellent open-source projects, including but not limited to:

SimpleITK — Medical image processing PyRadiomics — Radiomics feature extraction scikit-learn — Machine learning algorithms pandas & numpy — Data processing matplotlib & seaborn — Visualization

We extend our sincere respect and gratitude to the developers and maintainers of these projects.

How to contribute

If you would like to contribute to HABIT:

  • Submit bug reports and feature requests

  • Contribute code and documentation improvements

  • Share usage experiences and case studies

  • Participate in clinical validation and algorithm optimization

GitHub repository: https://github.com/lichao312214129/HABIT

Contact

For collaboration or other inquiries:

Email: lichao19870617@163.com GitHub Issues: GitHub Issues

Note

If you have used HABIT in your research and would like to be acknowledged, please contact us via GitHub Issue or email.