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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Veröffentlicht in:	International journal of information technology (Singapore. Online) Jg. 10; H. 4; S. 543 - 550
Hauptverfasser:	Khan, Ayesha Tooba, Khan, Yusuf Uzzaman
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Singapore Springer Singapore 01.12.2018 Springer Nature B.V
Schlagworte:	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-Zugang:	Volltext
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