Preclinical Diagnosis of Magnetic Resonance (MR) Brain Images via Discrete Wavelet Packet Transform with Tsallis Entropy and Generalized Eigenvalue Proximal Support Vector Machine (GEPSVM)

Preclinical Diagnosis of Magnetic Resonance (MR) Brain Images via Discrete Wavelet Packet Transform with Tsallis Entropy and Generalized Eigenvalue Proximal Support Vector Machine (GEPSVM)

Background: Developing an accurate computer-aided diagnosis (CAD) system of MR brain images is essential for medical interpretation and analysis. In this study, we propose a novel automatic CAD system to distinguish abnormal brains from normal brains in MRI scanning. Methods: The proposed method sim...

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Bibliographic Details
Main Authors: Yudong Zhang, Zhengchao Dong, Shuihua Wang, Genlin Ji, Jiquan Yang
Format: Article
Language:English
Published: MDPI AG 2015-03-01
Series:Entropy
Subjects:
Shannon entropy
Tsallis entropy
magnetic resonance imaging
computer-aided diagnosis
discrete wavelet packet transform
support vector machine
kernel technique
pattern recognition
classification
Online Access:http://www.mdpi.com/1099-4300/17/4/1795

Internet

http://www.mdpi.com/1099-4300/17/4/1795

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