medicalai/MedSegDB

🖥 A generalist foundation model and database for open-world medical image segmentation   

📖 Paper    |   💻 Code    |   🤗 Dataset   

😊 Acknowledgement

Please note that we are not the original authors of the datasets used in this project. All datasets are publicly available for academic research purposes, but you must cite the original works as shown in our paper (The raw download links can be found in Supplementary Table 1).

For certain datasets (e.g., WORD) that require prior approval from the original authors, please obtain them directly through the official source.

For additional information about the datasets or their licenses, please reach out to the owners.

🌟 Citation

If you find our paper, data and code useful in your research, please consider giving a star and citation.

@article{zhang2025generalist,
  title={A generalist foundation model and database for open-world medical image segmentation},
  author={Zhang, Siqi and Zhang, Qizhe and Zhang, Shanghang and Liu, Xiaohong and Yue, Jingkun and Lu, Ming and Xu, Huihuan and Yao, Jiaxin and Wei, Xiaobao and Cao, Jiajun and others},
  journal={Nature Biomedical Engineering},
  pages={1--16},
  year={2025},
  publisher={Nature Publishing Group UK London}
}