Detection of seizures in newborns using time-frequency analysis of EEG signals

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Detection of seizures in newborns using time-frequency analysis of EEG signals

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dc.contributor.author Boashash, Boualem
dc.contributor.author Carson, Helen
dc.contributor.author Mesbah, Mostefa
dc.date.accessioned 2011-05-19T16:58:53Z
dc.date.available 2011-05-19T16:58:53Z
dc.date.issued 2000
dc.identifier.citation Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing, 2000, Issue Date: 2000 On page(s): 564 - 568, Meeting Date: 14 Aug 2000 - 16 Aug 2000,Location: Pocono Manor, PA , USA en_US
dc.identifier.isbn 0-7803-5988-7
dc.identifier.uri http://hdl.handle.net/10576/10687
dc.description This is the first paper that used successfully a time-frequency approach for new-born seizure representation and detection. A software package that calculates IF estimates and TFDs can be downloaded from the web site: www.time-frequency.net en_US
dc.description.abstract This paper presents a time-frequency approach for electroencephalographic (EEG) seizure detection. The proposed method uses the high-resolution reduced interference B time-frequency distribution. An in-depth analysis of the seizure detection techniques of Gotman (frequency domain) (see Gotman et al., Electroenc. and Clin. Neurophysy., 103, pp.363-9, 1997) and Liu (time domain) (see Liu et al., Electroenc. and Clin. Neurophysy., 82, pp.30-7, 1992) has been performed in order to compare with the detection criteria used in the time-frequency domain. Both synthetic and real neonatal EEG signals have been used for testing. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.subject WVD en_US
dc.subject B-distribution en_US
dc.subject EEG signals en_US
dc.subject newborn seizure detection en_US
dc.subject frequency domain analysis en_US
dc.subject neonatal EEG signals en_US
dc.subject time domain analysis en_US
dc.subject time-frequency analysis en_US
dc.subject multicomponent signals en_US
dc.subject TFDs en_US
dc.subject Reduced interference en_US
dc.subject time-frequency calibration en_US
dc.subject seizure criteria en_US
dc.title Detection of seizures in newborns using time-frequency analysis of EEG signals en_US
dc.type Article en_US

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