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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Hlavný autor: Gurumoorthy, Sasikumar (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:English
Vydavateľské údaje: Singapore : Springer Singapore , 2018.
Vydanie:1st ed. 2018.
Edícia:SpringerBriefs in Forensic and Medical Bioinformatics,
Predmet:
Computational intelligence.
Neurology .
Biomedical engineering.
Signal processing.
Image processing.
Speech processing systems.
Bioinformatics.
User interfaces (Computer systems).
ISBN:9789811065293
ISSN:2196-8845
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Obsah:
  • 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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