Nested Dilation Networks for Brain Tumor Segmentation Based on Magnetic Resonance Imaging

Nested Dilation Networks for Brain Tumor Segmentation Based on Magnetic Resonance Imaging

Aim: Brain tumors are among the most fatal cancers worldwide. Diagnosing and manually segmenting tumors are time-consuming clinical tasks, and success strongly depends on the doctor's experience. Automatic quantitative analysis and accurate segmentation of brain tumors are greatly needed for ca...

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Bibliographic Details
Main Authors: Liansheng Wang, Shuxin Wang, Rongzhen Chen, Xiaobo Qu, Yiping Chen, Shaohui Huang, Changhua Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Neuroscience
Subjects:
brain tumor segmentation
nested dilation networks
residual blocks nested with dilations
squeeze-and-excitation blocks
coarse-to-fine
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00285/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2019.00285/full

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