A novel 3D deep learning model to automatically demonstrate renal artery segmentation and its validation in nephron-sparing surgery.

Shaobo Zhang,Guanyu Yang,Jian Qian,Xiaomei Zhu,Jie Li,Pu Li,Yuting He,Yi Xu,Pengfei Shao,Zengjun Wang

Frontiers in oncology（2022）

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摘要

Using the CNN technique, the TKP model is developed to automatically present the renal artery trees and precisely delineate the perfusion regions of different segmental arteries. The guidance of the TKP model is feasible and effective in nephron-sparing surgery.

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关键词

automatic segmentation,convolutional neural network,deep learning technique,nephron-sparing surgery,tridimensional kidney perfusion model

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