Performance Analysis of Epilepsy Risk Level From EEG Signals - Couverture souple

R., Deepa; C., Ganesh Babu; R., Harikumar

 
9786202815055: Performance Analysis of Epilepsy Risk Level From EEG Signals
Couverture souple
ISBN 10 : 6202815051 ISBN 13 : 9786202815055
Editeur : LAP LAMBERT Academic Publishing, 2020

Synopsis

This Book describes the epilepsy disorder and it is characterized by the existence of abnormal synchronous discharges in large ensembles of neurons in brain structures. These discharges appear either during seizures (interictal periods) or between seizures (interictal periods). Epileptic seizures are manifestations of epilepsy, which are recorded using the EEG. The objective of this work is to classify the risk level of Epileptic EEG using HMM. The dimensionality reduction of signal is done using various modules like Singular value Decomposition and vector quantization. Each of this method has its own methodology of data decomposition. Training sequence from the dimensionally reduced data is finally classified by the HMM. The HMM is used to classify the risk levels of epilepsy based on extracted parameters from EEG signals of the patient.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6202815051
ISBN 13 
9786202815055
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
Personne responsable
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