Computational Intelligence Techniques in Diagnosis of Brain Diseases

• Main Authors: Gurumoorthy, Sasikumar (Author, http://id.loc.gov/vocabulary/relators/aut), Muppalaneni, Naresh Babu (http://id.loc.gov/vocabulary/relators/aut), Gao, Xiao-Zhi (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: SpringerBriefs in Forensic and Medical Bioinformatics,
• Subjects: Computational intelligence.; Neurology .; Biomedical engineering.; Signal processing.; Image processing.; Speech processing systems.; Bioinformatics.; User interfaces (Computer systems).; Computational Intelligence.; Neurology.; Biomedical Engineering and Bioengineering.; Signal, Image and Speech Processing.; Computational Biology/Bioinformatics.; User Interfaces and Human Computer Interaction.

This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal. The system efficien...

Table of Contents:

• 1.Introduction
• 2.Analysis of Electroencephalogram (EEG) using ANN
• 3.Classification and Analysis of EEG using SVM and MRE
• 4.Intelligent Technique to Identify Epilepsy Captures Using Fuzzy System
• 5.Analysis of EEG to find Alzheimer's disease using Intelligent Techniques.