PMID: 15244854Jul 13, 2004Paper

Adaptive time-frequency parametrization of epileptic spikes

Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
P J Durka

Abstract

Adaptive time-frequency approximations of signals have proven to be a valuable tool in electroencephalogram (EEG) analysis and research, where it is believed that oscillatory phenomena play a crucial role in the brain's information processing. This paper extends this paradigm to the nonoscillating structures such as the epileptic EEG spikes, and presents the advantages of their parametrization in general terms such as amplitude and half-width. A simple detector of epileptic spikes in the space of these parameters, tested on a limited data set, gives very promising results. It also provides a direct distinction between randomly occurring spikes or spike/wave complexes and rhythmic discharges.

References

Sep 19, 1998·Electroencephalography and Clinical Neurophysiology·P J FranaszczukH M Eisenberg
Jul 24, 2001·Medical & Biological Engineering & Computing·P J DurkaG Pfurtscheller
Oct 24, 2001·IEEE Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society·P J Durka, K J Blinowska
May 15, 2002·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·R Quian QuirogaP Grassberger
Jun 27, 2002·Journal of Neuroscience Methods·Piotr J DurkaMaciej Myszka
Jun 6, 2003·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Miroslaw LatkaBruce J West

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Citations

Jan 16, 2007·Medical & Biological Engineering & Computing·L RankineB Boashash
Nov 26, 2009·Neuroinformatics·Urszula MalinowskaPiotr J Durka
May 24, 2005·Journal of Neuroscience Methods·Piotr J DurkaKatarzyna J Blinowska
Mar 8, 2005·Biomedical Engineering Online·Piotr J Durka
Apr 30, 2013·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Qing LuZhijian Yao
Dec 4, 2009·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·C G BénarF Wendling
Jun 14, 2008·Computers in Biology and Medicine·K P IndiradeviK Radhakrishnan
Oct 15, 2013·IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society·Shufang LiYinxia Liu
Mar 29, 2006·IEEE Transactions on Neural Networks·Yuanqing LiShun-Ichi Amari
Sep 26, 2006·Computers in Biology and Medicine·Urszula MalinowskaAndrzej Wakarow
Apr 9, 2016·Journal of Neuroscience Methods·Emigdio Z-FloresLuis N Coria
May 21, 2011·Journal of Neuroscience Methods·Nawel JmailChristian-George Bénar
Jul 6, 2014·Journal of Affective Disorders·Qing LuZhijian Yao
Dec 17, 2014·Journal of Neuroscience Methods·Arturo SoteloLeonardo Trujillo
Jan 18, 2006·Journal of Neuroscience Methods·Daniel StuderThomas Koenig
Jun 1, 2014·Clinical EEG and Neuroscience·Elena R Cuspineda-BravoCalixto Machado-Curbelo
Jul 8, 2005·Clinical EEG and Neuroscience·K J Blinowska, P J Durka
Dec 5, 2014·Journal of Medical Systems·Jin-De ZhuYu-Yi Chien

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