Automatic Semantic Segmentation of Brain Gliomas from MRI Images Using a Deep Cascaded Neural Network

Brain tumors can appear anywhere in the brain and have vastly different sizes and morphology. Additionally, these tumors are often diffused and poorly contrasted. Consequently, the segmentation of brain tumor and intratumor subregions using magnetic resonance imaging (MRI) data with minimal human in...

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Bibliographic Details
Main Authors: Shaoguo Cui, Lei Mao, Jingfeng Jiang, Chang Liu, Shuyu Xiong
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2018/4940593