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The official core implementation of "Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios" in MICCAI 2023

🏥 FUnet

The official core implementation of "Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios" in MICCAI 2023. 🎉 arXiv Version

💻 Enviroment

Anaconda is recommended:

python >= 3.6  
torch >= 1.1.0  
torchvision >= 0.3.0  

📂 Dataset

❗Before obtaining the download link, please sign the statement to ensure that the data is not used for any commercial activities, but only for academic and scientific research, and the final interpretation of the data belongs to the author. (It is recommended to use the campus or institution mailbox to apply, thank you for your understanding, contact email 📫: [e-mail])

In the paper, the following sequences of the above data are used as test and validation sets：

• Validset: 5321-6200, 12601-12800 frame
• Testset: 6401-6600, 6601-6800, 6801-7000, 12801-13000 frame

📚 Citation

@misc{peng2023spinal,
    title={Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios},
    author={Shaowu Peng and Pengcheng Zhao and Yongyu Ye and Junying Chen and Yunbing Chang and Xiaoqing Zheng},
    year={2023},
    eprint={2307.10955},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}