Scanner Artifact Removal in Simultaneous EEG fMRI for Epileptic Seizure

Min Jing; Saeid Sanei

doi:10.1109/ICPR.2006.1026

Scanner Artifact Removal in Simultaneous EEG fMRI for Epileptic Seizure

Min Jing, Saeid Sanei

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

8 Citations (Scopus)

Abstract

Simultaneous recording of electroencephalographic (EEG) and functional Magnetic Resonance Imaging (fMRI) has been a new modality in brain imaging very recently. Blood oxygen level-dependent (BOLD) in fMRI provides sufﬁcient information about the hemodynamics of the brain during changes in the brain metabolism such as in the event of seizure. However, the major drawback of these joint recordings is the destructive effect of the fMRI scanner artifact. Without removal of such artifact the EEG signals cannot be processed. In this paper, an effective method for removalofthescannerartifacthasbeenestablishedbyapplying blind source extraction (BSE) algorithm followed by the averaging-and-subtraction method. The results have shown that the scanner artifacts have been effectively mitigated.

Original language	English
Title of host publication	Proceeding IEEE The 18th International Conference on Pattern Recognition 2006.
Publisher	IEEE
Pages	722-725
Number of pages	4
DOIs	https://doi.org/10.1109/ICPR.2006.1026
Publication status	Published (in print/issue) - 18 Sept 2006
Event	IEEE International Conference on Pattern Recognition (ICPR) 2006. - Hong Kong, China Duration: 20 Aug 2006 → 24 Aug 2006

Conference

Conference	IEEE International Conference on Pattern Recognition (ICPR) 2006.
Country/Territory	China
City	Hong Kong
Period	20/08/06 → 24/08/06

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10.1109/ICPR.2006.1026

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1699627

Cite this

@inproceedings{a6bdf23a24f141b78a4ea9c3777c0e01,

title = "Scanner Artifact Removal in Simultaneous EEG fMRI for Epileptic Seizure",

abstract = "Simultaneous recording of electroencephalographic (EEG) and functional Magnetic Resonance Imaging (fMRI) has been a new modality in brain imaging very recently. Blood oxygen level-dependent (BOLD) in fMRI provides sufﬁcient information about the hemodynamics of the brain during changes in the brain metabolism such as in the event of seizure. However, the major drawback of these joint recordings is the destructive effect of the fMRI scanner artifact. Without removal of such artifact the EEG signals cannot be processed. In this paper, an effective method for removalofthescannerartifacthasbeenestablishedbyapplying blind source extraction (BSE) algorithm followed by the averaging-and-subtraction method. The results have shown that the scanner artifacts have been effectively mitigated.",

author = "Min Jing and Saeid Sanei",

year = "2006",

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doi = "10.1109/ICPR.2006.1026",

language = "English",

pages = "722--725",

booktitle = "Proceeding IEEE The 18th International Conference on Pattern Recognition 2006.",

publisher = "IEEE",

address = "United States",

note = "IEEE International Conference on Pattern Recognition (ICPR) 2006. ; Conference date: 20-08-2006 Through 24-08-2006",

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TY - GEN

T1 - Scanner Artifact Removal in Simultaneous EEG fMRI for Epileptic Seizure

AU - Jing, Min

AU - Sanei, Saeid

PY - 2006/9/18

Y1 - 2006/9/18

N2 - Simultaneous recording of electroencephalographic (EEG) and functional Magnetic Resonance Imaging (fMRI) has been a new modality in brain imaging very recently. Blood oxygen level-dependent (BOLD) in fMRI provides sufﬁcient information about the hemodynamics of the brain during changes in the brain metabolism such as in the event of seizure. However, the major drawback of these joint recordings is the destructive effect of the fMRI scanner artifact. Without removal of such artifact the EEG signals cannot be processed. In this paper, an effective method for removalofthescannerartifacthasbeenestablishedbyapplying blind source extraction (BSE) algorithm followed by the averaging-and-subtraction method. The results have shown that the scanner artifacts have been effectively mitigated.

AB - Simultaneous recording of electroencephalographic (EEG) and functional Magnetic Resonance Imaging (fMRI) has been a new modality in brain imaging very recently. Blood oxygen level-dependent (BOLD) in fMRI provides sufﬁcient information about the hemodynamics of the brain during changes in the brain metabolism such as in the event of seizure. However, the major drawback of these joint recordings is the destructive effect of the fMRI scanner artifact. Without removal of such artifact the EEG signals cannot be processed. In this paper, an effective method for removalofthescannerartifacthasbeenestablishedbyapplying blind source extraction (BSE) algorithm followed by the averaging-and-subtraction method. The results have shown that the scanner artifacts have been effectively mitigated.

U2 - 10.1109/ICPR.2006.1026

DO - 10.1109/ICPR.2006.1026

M3 - Conference contribution

SP - 722

EP - 725

BT - Proceeding IEEE The 18th International Conference on Pattern Recognition 2006.

PB - IEEE

T2 - IEEE International Conference on Pattern Recognition (ICPR) 2006.

Y2 - 20 August 2006 through 24 August 2006

ER -

Scanner Artifact Removal in Simultaneous EEG fMRI for Epileptic Seizure

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