1.

Record Nr.

UNINA9910299586603321

Autore

Gurumoorthy Sasikumar

Titolo

Computational Intelligence Techniques in Diagnosis of Brain Diseases [[electronic resource] /] / by Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao

Pubbl/distr/stampa

Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018

ISBN

981-10-6529-2

Edizione

[1st ed. 2018.]

Descrizione fisica

1 online resource (XI, 70 p. 35 illus., 7 illus. in color.)

Collana

SpringerBriefs in Forensic and Medical Bioinformatics, , 2196-8845

Disciplina

153.90151

Soggetti

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

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references at the end of each chapters.

Nota di contenuto

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.

Sommario/riassunto

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.