Glioblastoma and Anaplastic Astrocytoma: Differentiation Using MRI Texture Analysis

Glioblastoma and Anaplastic Astrocytoma: Differentiation Using MRI Texture Analysis

Introduction: Glioblastoma and anaplastic astrocytoma (ANA) are two of the most common primary brain tumors in adults. The differential diagnosis is important for treatment recommendations and prognosis assessment. This study aimed to assess the discriminative ability of texture analysis using machi...

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Bibliographic Details
Main Authors: Zerong Tian, Chaoyue Chen, Yimeng Fan, Xuejin Ou, Jian Wang, Xuelei Ma, Jianguo Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-09-01
Series:Frontiers in Oncology
Subjects:
texture features
machine learning
linear discriminant analysis
differential diagnosis
glioblastoma
anaplastic astrocytoma
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.00876/full

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https://www.frontiersin.org/article/10.3389/fonc.2019.00876/full

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