Title :
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
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;
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
