Computational Intelligence Techniques in Diagnosis of Brain Diseases

• Κύριοι συγγραφείς: Gurumoorthy, Sasikumar (Συγγραφέας, 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)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: SpringerBriefs in Forensic and Medical Bioinformatics,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.