A Novel Approach to Improving Brain Image Classification Using Mutual Information-Accelerated Singular Value Decomposition

A Novel Approach to Improving Brain Image Classification Using Mutual Information-Accelerated Singular Value Decomposition

Brain image classification is one of the most useful and widely needed processes in the medical system, and it is a highly challenging field. This paper presents a new method for selecting a significant subset of features as the input to the classifier, called mutual information-accelerated singular...

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Bibliographic Details
Main Authors: Zahraa A. Al-Saffar, Tulay Yildirim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Brain image classification
clustering
image processing
machine learning
mutual information
PCA
Online Access:https://ieeexplore.ieee.org/document/9035475/

Internet

https://ieeexplore.ieee.org/document/9035475/

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