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Automated segmentation of vertebral cortex with 3D U-Net-based deep convolutional neural network

Objectives: We developed a 3D U-Net-based deep convolutional neural network for the automatic segmentation of the vertebral cortex. The purpose of this study was to evaluate the accuracy of the 3D U-Net deep learning model. Methods: In this study, a fully automated vertebral cortical segmentation me...

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Detalles Bibliográficos
Autores principales: Li, Yang, Yao, Qianqian, Yu, Haitao, Xie, Xiaofeng, Shi, Zeren, Li, Shanshan, Qiu, Hui, Li, Changqin, Qin, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626964/
https://www.ncbi.nlm.nih.gov/pubmed/36338129
http://dx.doi.org/10.3389/fbioe.2022.996723