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S4ND: Single-Shot Single-Scale Lung Nodule Detection

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S4ND: Single-Shot Single-Scale Lung Nodule Detection

该仓库收录于PytorchNetHub

说明

  • 非官方实现
  • 3D数据输入+Dense Block结构,造成 显存占用严重,可通过修改growth_rate、block_conv_num参数简化网络

环境

python版本 pytorch版本 系统
3.5 0.4.1 Ubuntu

网络结构


参考文献

@inproceedings{khosravan2018s4nd,
  title={S4ND: Single-Shot Single-Scale Lung Nodule Detection},
  author={Khosravan, Naji and Bagci, Ulas},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={794--802},
  year={2018},
  organization={Springer}
}

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