Robust time-frequency analysis of newborn EEG seizure corrupted by impulsive artefacts

James Brotchie; Luke Rankine; Mostefa Mesbah; Paul Colditz; Boualem Boashash

doi:10.1109/IEMBS.2007.4352210

Robust time-frequency analysis of newborn EEG seizure corrupted by impulsive artefacts

James Brotchie^*, Luke Rankine, Mostefa Mesbah, Paul Colditz, Boualem Boashash

^*Corresponding author for this work

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

The newborn EEG seizure is a nonstationary signal. The time-varying nature of the newborn EEG seizure can be characterized by time-frequency representations (TFRs) such as quadratic time-frequency distributions. The underlying time-frequency signatures of newborn EEG seizure, however, can be severely masked by short-time and high amplitude (STHA), or impulsive, artefacts. This type of artefact can be modelled as heavy-tailed noise. Robust time-frequency distributions (RTFDs) have been proposed as methods for TFRs which are robust to heavy-tailed noise. In this paper, we investigate the use of RTFDs for representing the underlying time-frequency characteristics of newborn EEG seizure in the presence of STHA artefacts.

Original language	English
Title of host publication	29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Pages	11-14
Number of pages	4
DOIs	https://doi.org/10.1109/IEMBS.2007.4352210
Publication status	Published - 2007
Event	29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07 - Lyon, France Duration: Aug 23 2007 → Aug 26 2007

Other

Other	29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Country/Territory	France
City	Lyon
Period	8/23/07 → 8/26/07

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

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10.1109/IEMBS.2007.4352210

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Robust time-frequency analysis of newborn EEG seizure corrupted by impulsive artefacts. / Brotchie, James; Rankine, Luke; Mesbah, Mostefa; Colditz, Paul; Boashash, Boualem.

29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. 2007. p. 11-14 4352210.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Brotchie, J, Rankine, L, Mesbah, M, Colditz, P & Boashash, B 2007, Robust time-frequency analysis of newborn EEG seizure corrupted by impulsive artefacts. in 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07., 4352210, pp. 11-14, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07, Lyon, France, 8/23/07. https://doi.org/10.1109/IEMBS.2007.4352210

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Robust time-frequency analysis of newborn EEG seizure corrupted by impulsive artefacts

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