ENGLISH

Computational Intelligence Techniques in Diagnosis of Brain Diseases

By Sasikumar Gurumoorthy,Naresh Babu Muppalaneni,Xiao-Zhi Gao (auth.)

Book information

Publisher
Springer Singapore
Year
2018
ISBN
978-981-10-6528-6, 978-981-10-6529-3
Language
english
Format
PDF
Filesize
2 MB (2358989 bytes)
Series
SpringerBriefs in Forensic and Medical Bioinformatics
Edition
1
Pages
XI, 70\81
Time added
2017-11-21 00:00:00
Computational Intelligence

Description

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 efficiently extracts memory spindles and is also effective in Alzheimer seizures. Current developments in computer hardware and signal processing have made it possible for EEG signals or “brain waves” to communicate between humans and computers – an area that can be extended for use in this domain. Front Matter ....Pages i-xi Introduction (Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao)....Pages 1-12 Analysis of Electroencephalogram (EEG) Using ANN (Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao)....Pages 13-32 Classification and Analysis of EEG Using SVM and MRE (Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao)....Pages 33-46 Intelligent Technique to Identify Epilepsy Captures Using Fuzzy System (Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao)....Pages 47-60 Analysis of EEG to Find Alzheimer’s Disease Using Intelligent Techniques (Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao)....Pages 61-70

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