三维交互式CT图像分割模型

CT-SAM3D

Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans. [GitHub]

Overview

Installation

git clone https://github.com/henguo/ct-sam3d.git
cd ct-sam3d
pip install -e .
# install the official itkwidgtes to get the 'imjoy-jupyterlab-extension' ready
pip install 'itkwidgets[lab]==1.0a49'
# install the customized interactive tool
pip install git+https://github.com/henguo/itkwidgets.git
pip install numpy==1.22.4

Download Model

Please download our model from ?️ModelScope.

License

CT-SAM3D is released under the Apache 2.0 license.

Citation

If you find this project useful in your research, please cite the following paper:

@misc{guo2024ctsam3d,
      title={Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans}, 
      author={Heng Guo and Jianfeng Zhang and Jiaxing Huang and Tony C. W. Mok and Dazhou Guo and Ke Yan and Le Lu and Dakai Jin and Minfeng Xu},
      year={2024},
      eprint={2403.15063},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2403.15063}, 
}