Identification of epileptiform complexes in electroencephalogram using adapted continuous wavelet transform

Author

Popov, Anton ; Zhukov, Mykhailo ; Kanaykin, Alexey ; Bodilovsky, Oleg

Author_Institution

Nat. Tech. Univ. of Ukraine Kyiv Politechnic Inst., Kiev, Ukraine

fYear

2010

fDate

23-27 Feb. 2010

Firstpage

132

Lastpage

132

Abstract

In this paper the new method for time localization of epileptiform complexes in the human electroencephalogram is presented. The use of patient-adapted mother wavelet function allowed to reach the 93% of true positive identification rate and 32% of false positive identification rate.

Keywords

diseases; electroencephalography; medical signal processing; signal classification; wavelet transforms; adapted continuous wavelet transform; electroencephalogram; epileptiform complexes; false positive identification rate; patient-adapted mother wavelet function; time localization; true positive identification rate; Adaptive signal processing; Biomedical signal processing; Continuous wavelet transforms; Discrete wavelet transforms; Electroencephalography; Epilepsy; Humans; Karhunen-Loeve transforms; Neurosurgery; Wavelet transforms; EEG processing; adaptive mother wavelet; continuous wavelet transform; eigenvector method; electroencephalography; epilepsy; epileptiform complex;

fLanguage

English

Publisher

ieee

Conference_Titel

Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET), 2010 International Conference on

Conference_Location

Lviv-Slavske

Print_ISBN

978-966-553-875-2

Electronic_ISBN

978-966-553-901-8

Type

conf

Filename

5446180