/Medical-Image-Segmentation

MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱

Primary LanguagePythonMIT LicenseMIT

MedSeg: Medical Image Segmentation GUI Toolbox
可视化医学图像分割软件

Get all segmentation baselines without writing any code.
不用写任何代码便可以运行所有分割模型

The current code is designed for Windows, not for Linux.

If you only want to use nnSAM, please install this.
如果你只想运行nnSAM,请访问该代码仓库this

样例数据集：Demo Dataset

Install (安装步骤):

git clone https://github.com/Kent0n-Li/Medical-Image-Segmentation.git
cd Medical-Image-Segmentation
pip install -r requirements.txt

Running visualization software (运行可视化软件)

python web.py

Overview 页面总览

image

Choose Model 选择模型

image

Import Data 导入你的数据集 （2D: png, 3D: nii.gz)

样例数据集：Demo Dataset

image

Full Auto 全自动模式，一键完成从数据预处理到训练测试和结果总结

image

Result Summary 结果总结

image

Citation

If you find this repository useful for your research, please use the following.

@article{li2023nnsam,
  title={nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance},
  author={Li, Yunxiang and Jing, Bowen and Li, Zihan and Wang, Jing and Zhang, You},
  journal={arXiv preprint arXiv:2309.16967},
  year={2023}
}