3D EMSU‐Net: A framework for automatic segmentation of brain tumors

Luyi Qiu,Ji Geng,Yiling Zhang,Chao Zhang, Dongjie He, Lingling Gao

2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)(2021)

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摘要
Glioma is the most common tumor in the brain’s central nerve cells, which is extremely dangerous clinically. Glioma’s accurate surgical localization and diagnosis both rely on the segmentation result of the tumor area in brain Magnetic Resonance Imaging (MRI) images. Recently, deep learning methods have been widely used in the tasks of semantic segmentation of brain tumor images. However, traditio...
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关键词
Image segmentation,Three-dimensional displays,Convolution,Magnetic resonance imaging,Semantics,Surgery,Feature extraction
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