KLT analysis of brain potential maps during pain

F. Brauer; B. D. Dick; G. Stroink; J. F. Connolly; P. J. McGrath; G. A. Finley

KLT analysis of brain potential maps during pain

F. Brauer, B. D. Dick, G. Stroink, J. F. Connolly, P. J. McGrath, G. A. Finley

Medicine

Medicine

Résultat de recherche: Conference article › examen par les pairs

1 Citation (Scopus)

Résumé

The effect of pain on event related potentials was analyzed with spatial Karhunen-Loè Transforms (KLT) of maps from 54-lead EEG recordings. The recordings were obtained using an auditory oddball paradigm, during pain and no-pain conditions. Group eigenfunctions were calculated from the mismatch negativity (MMN) responses of twelve subjects. The individuals data for pain and no-pain conditions, respectively, were fitted with these group eigenfunctions across the conditions. In seven of the twelve subjects, the resulting fitting error was larger when pain eigenfunctions were fitted to control data rather than to pain data. This suggests that spatial features of the potential maps might be used as a means for differentiating between and no-pain conditions.

Langue d'origine	English
Pages (de-à)	2755-2756
Nombre de pages	2
Journal	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	4
Statut de publication	Published - 2000
Événement	22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Chicago, IL, United States Durée: juill. 23 2000 → juill. 28 2000

ASJC Scopus Subject Areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

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title = "KLT analysis of brain potential maps during pain",

abstract = "The effect of pain on event related potentials was analyzed with spatial Karhunen-Lo{\`e} Transforms (KLT) of maps from 54-lead EEG recordings. The recordings were obtained using an auditory oddball paradigm, during pain and no-pain conditions. Group eigenfunctions were calculated from the mismatch negativity (MMN) responses of twelve subjects. The individuals data for pain and no-pain conditions, respectively, were fitted with these group eigenfunctions across the conditions. In seven of the twelve subjects, the resulting fitting error was larger when pain eigenfunctions were fitted to control data rather than to pain data. This suggests that spatial features of the potential maps might be used as a means for differentiating between and no-pain conditions.",

author = "F. Brauer and Dick, {B. D.} and G. Stroink and Connolly, {J. F.} and McGrath, {P. J.} and Finley, {G. A.}",

year = "2000",

language = "English",

volume = "4",

pages = "2755--2756",

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

issn = "0589-1019",

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

note = "22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society ; Conference date: 23-07-2000 Through 28-07-2000",

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TY - JOUR

T1 - KLT analysis of brain potential maps during pain

AU - Brauer, F.

AU - Dick, B. D.

AU - Stroink, G.

AU - Connolly, J. F.

AU - McGrath, P. J.

AU - Finley, G. A.

PY - 2000

Y1 - 2000

N2 - The effect of pain on event related potentials was analyzed with spatial Karhunen-Loè Transforms (KLT) of maps from 54-lead EEG recordings. The recordings were obtained using an auditory oddball paradigm, during pain and no-pain conditions. Group eigenfunctions were calculated from the mismatch negativity (MMN) responses of twelve subjects. The individuals data for pain and no-pain conditions, respectively, were fitted with these group eigenfunctions across the conditions. In seven of the twelve subjects, the resulting fitting error was larger when pain eigenfunctions were fitted to control data rather than to pain data. This suggests that spatial features of the potential maps might be used as a means for differentiating between and no-pain conditions.

AB - The effect of pain on event related potentials was analyzed with spatial Karhunen-Loè Transforms (KLT) of maps from 54-lead EEG recordings. The recordings were obtained using an auditory oddball paradigm, during pain and no-pain conditions. Group eigenfunctions were calculated from the mismatch negativity (MMN) responses of twelve subjects. The individuals data for pain and no-pain conditions, respectively, were fitted with these group eigenfunctions across the conditions. In seven of the twelve subjects, the resulting fitting error was larger when pain eigenfunctions were fitted to control data rather than to pain data. This suggests that spatial features of the potential maps might be used as a means for differentiating between and no-pain conditions.

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M3 - Conference article

AN - SCOPUS:0034440830

SN - 0589-1019

VL - 4

SP - 2755

EP - 2756

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

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

T2 - 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 23 July 2000 through 28 July 2000

ER -

KLT analysis of brain potential maps during pain

Résumé

ASJC Scopus Subject Areas

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