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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, Muppalaneni, Naresh Babu (Author), Gao, Xiao-Zhi (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2018, 2018
Edition:1st ed. 2018
Series:SpringerBriefs in Forensic and Medical Bioinformatics
Subjects:
User Interfaces (computer Systems)
Bioinformatics
Neurology 
Computational And Systems Biology
Biomedical Engineering
Neurology
Computational Intelligence
Biomedical Engineering And Bioengineering
Signal, Speech And Image Processing
Signal Processing
User Interfaces And Human Computer Interaction
Human-computer Interaction
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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