Dual tree complex wavelet transform based analysis of epileptiform discharges

Diagnosis of epileptic seizures entails visual inspection of complex seizure patterns which is a tedious task. Development of automated systems for analysing brain activity would significantly minimise the epilepsy treatment gap by providing assistance to neurophysiologists. Present research work is...

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Bibliographic Details
Published in:	International journal of information technology (Singapore. Online) Vol. 10; no. 4; pp. 543 - 550
Main Authors:	Khan, Ayesha Tooba, Khan, Yusuf Uzzaman
Format:	Journal Article
Language:	English
Published:	Singapore Springer Singapore 01.12.2018 Springer Nature B.V
Subjects:	Algorithms Brain Computer Communication Networks Computer Science Computer Systems Organization and Communication Networks Convulsions & seizures Discharge Epilepsy Feature extraction Information Systems and Communication Service Management of Computing and Information Systems Original Research Seizures Software Engineering/Programming and Operating Systems Wavelet analysis Wavelet transforms Dual tree complex wavelet transform Seizure detection EEG K-fold cross validation Classification
ISSN:	2511-2104, 2511-2112
Online Access:	Get full text
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