Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings

Joseph W. Creekmore; Joan Conry; David Colella; Steven Schiff

Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings

Joseph W. Creekmore, Joan Conry, David Colella, Steven Schiff

Research output: Contribution to journal › Article › peer-review

Abstract

This paper discusses the use of a common signal-processing tool, the spectrogram, in the detection and localization of epileptic seizures. Spectrograms are computed from electrocorticograms (ECoG) obtained by measuring electric potentials directly on the surface of the brain. Chirp-like patterns are observed in spectrograms of single-channel ECoG recordings during seizure activity which appear unique for each patient. Detection and localization of epileptic seizures are illustrated through design of a matched filter based on these patterns.

Original language	English (US)
Pages (from-to)	891-892
Number of pages	2
Journal	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	17
Issue number	2
State	Published - 1995

All Science Journal Classification (ASJC) codes

Bioengineering

Cite this

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title = "Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings",

abstract = "This paper discusses the use of a common signal-processing tool, the spectrogram, in the detection and localization of epileptic seizures. Spectrograms are computed from electrocorticograms (ECoG) obtained by measuring electric potentials directly on the surface of the brain. Chirp-like patterns are observed in spectrograms of single-channel ECoG recordings during seizure activity which appear unique for each patient. Detection and localization of epileptic seizures are illustrated through design of a matched filter based on these patterns.",

author = "Creekmore, {Joseph W.} and Joan Conry and David Colella and Steven Schiff",

year = "1995",

language = "English (US)",

volume = "17",

pages = "891--892",

journal = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",

issn = "0589-1019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "2",

}

Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings. / Creekmore, Joseph W.; Conry, Joan; Colella, David et al.
In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, Vol. 17, No. 2, 1995, p. 891-892.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings

AU - Creekmore, Joseph W.

AU - Conry, Joan

AU - Colella, David

AU - Schiff, Steven

PY - 1995

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AB - This paper discusses the use of a common signal-processing tool, the spectrogram, in the detection and localization of epileptic seizures. Spectrograms are computed from electrocorticograms (ECoG) obtained by measuring electric potentials directly on the surface of the brain. Chirp-like patterns are observed in spectrograms of single-channel ECoG recordings during seizure activity which appear unique for each patient. Detection and localization of epileptic seizures are illustrated through design of a matched filter based on these patterns.

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M3 - Article

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SN - 0589-1019

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JF - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

IS - 2

ER -

Matched-filter based detection and localization of epileptic seizures from spectrographic chirps in ECoG recordings

Abstract

All Science Journal Classification (ASJC) codes

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