Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition.

Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition.

Automatic classification of tissue types of region of interest (ROI) plays an important role in computer-aided diagnosis. In the current study, we focus on the classification of three types of brain tumors (i.e., meningioma, glioma, and pituitary tumor) in T1-weighted contrast-enhanced MRI (CE-MRI)...

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Bibliographic Details
Main Authors: Jun Cheng, Wei Huang, Shuangliang Cao, Ru Yang, Wei Yang, Zhaoqiang Yun, Zhijian Wang, Qianjin Feng
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4598126?pdf=render

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http://europepmc.org/articles/PMC4598126?pdf=render

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