Automatic reconstruction of interstitial needles using CT images in post-operative cervical cancer brachytherapy based on deep learning.

Hongling Xie,Jiahao Wang,Yuanyuan Chen,Yeqiang Tu,Yukai Chen,Yadong Zhao,Pengfei Zhou, Shichun Wang, Zhixin Bai,Qiu Tang

Journal of contemporary brachytherapy（2023）

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摘要

DL-based reconstruction method can be used to precisely localize the interstitial needles in 3D-CT images. The proposed automatic approach could improve the consistency of treatment planning for post-operative cervical cancer brachytherapy.

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关键词

deep learning,interstitial needles,brachytherapy,cervical cancer

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