Ballistocardiogram artifact removal from EEG signals using adaptive filtering of EOG signals

Physiological Measurement

Volumn 27, Issue 11, 2006, Pages

  In, Myung H ^a   Lee, Soo Y ^a   Park, Tae S ^a   Kim, Tae S ^a   Cho, Min H ^a   Ahn, Young B ^b  

^a Kyung Hee University   (South Korea)

^b Konkuk University   (South Korea)

Author keywords

Ballistocardiogram; EEG; EOG; Evoked potentials; fMRI; Kalman filter

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; BANDPASS FILTERS; BIOELECTRIC POTENTIALS; BIOMEDICAL SIGNAL PROCESSING; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; MAGNETS;

ARTIFACT REMOVAL; BALLISTOCARDIOGRAM; EEG SIGNALS; ELECTRO-OCULOGRAM; FMRI; HEALTHY SUBJECTS; KALMAN-FILTERING; MEASURING POINTS; MRI MAGNETS; VISUAL EVOKED POTENTIAL;

KALMAN FILTERS;

ADULT; ARTICLE; ARTIFACT; BRAIN ELECTROPHYSIOLOGY; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; ELECTROOCULOGRAM; EVOKED CORTICAL RESPONSE; EVOKED VISUAL RESPONSE; FILTER; HUMAN; HUMAN EXPERIMENT; MALE; MECHANOCARDIOGRAPHY; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; ELECTRODE; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; METHODOLOGY; PHYSIOLOGY;

ADULT; ARTIFACTS; BALLISTOCARDIOGRAPHY; ELECTRODES; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; EVOKED POTENTIALS, VISUAL; HUMANS; MAGNETIC RESONANCE IMAGING; MALE;

EID: 33846089850     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/27/11/014     Document Type: Article

References (21)

1. Ahlfors S P et al 1999 Spatiotemporal activity of a cortical network for processing visual motion revealed by MEG and fMRI J. Neurophysiol. 82 2545-55
2. Allen P J, Polizzi G, Kraokw K, Fish D R and Lemieux L 1998 Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction Neuroimage 8 229-39
3. Allen P J, Josephs O and Turner R 2000 A method for removing imaging artifact from continuous EEG recorded during functional MRI Neuroimage 12 230-9
4. Babiloni F, Carducci F, Cincotti F, Del Gratta C, Roberti G M, Romani G L, Rossini P M and Babiloni C 2000 Integration of high resolution EEG and functional magnetic resonance in the study of human movement-related potentials Methods Inf. Med. 39 179-82
5. Becker R, Ritter P, Moosmann M and Villringer A 2005 Visual evoked potentials recovered from fMRI periods Hum. Brain Mapp. 26 221-30
6. Bonmassar G, Anami K, Ives J and Belliveau J W 1999 Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI Neuroreport 10 1893-7
7. Bonmassar G, Purodon P L, Jaaskelainen I P, Chiappa K, Solo V, Brown E N and Belliveau J W 2002 Motion and ballisocardiogram artifact removal for interleaved recording of EEG and EPs during MRI Neuroimage 16 1127-41
8. Comi E, Annovazzi P, Silva A M, Cursi M, Blasi V, Cadioli M, Inuggi A, Falini A, Comi G and Leocani L 2005 Visual evoked potentials may be recorded simultaneously with fMRI scanning: a validation study Hum. Brain Mapp. 24 291-8
9. Goldman R I, Stern J M, Engel J Jr and Cohen M S 2000 Acquiring simultaneous EEG and functional MRI Clin. Neurophysiol. 111 1974-80
10. Grewal M S and Andrews A P 1993 Kalman Filtering: Theory and Practice (New Jersey: Prentice Hall)
11. He P, Wilson G and Russel C 2004 Removal of ocular artifacts from electro-encephalogram by adaptive filtering Med. Biol. Eng. Comput. 42 407-12
12. Laufs H, Kleinschmidt A, Beyerle A, Eger E, Salek-Haddadi A, Preibisch C and Krakow K 2003 EEG-correlated fMRI of human alpha activity Neuroimage 19 1463-76
13. Lazeyras F, Zimine I, Blanke O, Perrig S H and Seeck M 2001 Functional MRI with simultaneous EEG recording: feasibility and application to motor and visual activation J. Magn. Reson. Image 13 943-8
14. Liebenthal E, Ellingson M L, Spanaki M V, Prieto T E, Ropella K M and Binder J R 2003 Simultaneous ERP and fMRI of the auditory cortex in a passive oddball paradigm Neuroimage 19 1395-404
15. Mullert C, Jagger L, Schmitt R, Bussfeld P, Pogarell O, Moller H J, Juckel G and Hegerl U 2004 Integration of fMRI and simultaneous EEG: towards a comprehensive understanding of localization and time-course of brain activity in target detection Neuroimage 22 83-94
16. Niazy R K, Beckmann C F, Iannetti G D, Brady J M and Smith S M 2005 Removal of fMRI environment artifacts from EEG data using optimal basis sets Neuroimage 28 720-37
17. Salek-Haddadi A, Merschhemke M, Lemieux L and Fish D R 2002 Simultaneous EEG-correlated ictal fMRI Neuroimage 16 32-40
18. Sammer G, Blecker C, Gebhardt H, Kirsch P, Stark R and Vaitl D 2005 Acquisition of typical EEG waveforms during fMRI: SSVEP, LRP, and frontal theta Neuroimage 24 1012-24
19. Sijbers J, Van Audekerke J, Verhoye M, Van der Linden A and Van Dyck D 2000 Reduction of ECG and gradient related artifacts in simultaneously recorded human EEG/MRI data Magn. Reson. Image 18 881-6
20. Srivastava G, Crottaz-Herbette S, Lau K M, Glover G H and Menon V 2005 ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner Neuroimage 24 50-60
21. Tong S, Bezerianos A, Paul J, Zhu Y and Thakor N 2001 Removal of ECG interference from the EEG recordings in small animals using independent component analysis J. Neurosci. Methods 108 11-7