3D AGSE-VNet: an automatic brain tumor MRI data segmentation framework

3D AGSE-VNet: an automatic brain tumor MRI data segmentation framework

Abstract Background Glioma is the most common brain malignant tumor, with a high morbidity rate and a mortality rate of more than three percent, which seriously endangers human health. The main method of acquiring brain tumors in the clinic is MRI. Segmentation of brain tumor regions from multi-moda...

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Bibliographic Details
Main Authors: Xi Guan, Guang Yang, Jianming Ye, Weiji Yang, Xiaomei Xu, Weiwei Jiang, Xiaobo Lai
Format: Article
Language:English
Published: BMC 2022-01-01
Series:BMC Medical Imaging
Subjects:
Brain tumor
Magnetic resonance imaging
VNet
Automatic segmentation
Deep learning
Online Access:https://doi.org/10.1186/s12880-021-00728-8

Internet

https://doi.org/10.1186/s12880-021-00728-8

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