Brain Tumor MR Image Classification Using Convolutional Dictionary Learning With Local Constraint

Brain Tumor MR Image Classification Using Convolutional Dictionary Learning With Local Constraint

Brain tumor image classification is an important part of medical image processing. It assists doctors to make accurate diagnosis and treatment plans. Magnetic resonance (MR) imaging is one of the main imaging tools to study brain tissue. In this article, we propose a brain tumor MR image classificat...

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Bibliographic Details
Main Authors: Xiaoqing Gu, Zongxuan Shen, Jing Xue, Yiqing Fan, Tongguang Ni
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Neuroscience
Subjects:
brain tumor image classification
magnetic resonance imaging
dictionary learning
local constraint
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.679847/full

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https://www.frontiersin.org/articles/10.3389/fnins.2021.679847/full

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