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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Detaylı Bibliyografya
Asıl Yazarlar: Gurumoorthy, Sasikumar (Yazar), Muppalaneni, Naresh Babu (Yazar), Gao, Xiao-Zhi (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2018.
Imprint: Springer,
Edisyon:1st ed. 2018.
Seri Bilgileri:SpringerBriefs in Forensic and Medical Bioinformatics,
Konular:
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 Erişim:Full-text access
İçindekiler:
  • 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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