Computational Intelligence Techniques in Diagnosis of Brain Diseases

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...

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Bibliographic Details
Main Authors: Gurumoorthy, Sasikumar (Author), Muppalaneni, Naresh Babu (Author), Gao, Xiao-Zhi (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:SpringerBriefs in Forensic and Medical Bioinformatics,
Subjects:
Computational intelligence.
Neurology .
Biomedical engineering.
Signal processing.
Bioinformatics.
User interfaces (Computer systems).
Human-computer interaction.
Computational Intelligence.
Neurology.
Biomedical Engineering and Bioengineering.
Signal, Speech and Image Processing.
Computational and Systems Biology.
User Interfaces and Human Computer Interaction.
Online Access:Full-text access
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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.

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