Comparison of artifact correction methods for infant EEG applied to extraction of event-related potential signals

Clinical Neurophysiology

Volumn 122, Issue 1, 2011, Pages 43-51

  Fujioka, Takako ^a,b   Mourad, Nasser ^a   He, Chao ^a   Trainor, Laurel J ^a,b  

^a MCMASTER UNIVERSITY   (Canada)

^b ROTMAN RESEARCH INSTITUTE   (Canada)

Author keywords

Artifact correction; Continuous EEG; Development; High density EEG recording; Infant; Simulation

Indexed keywords

ALGORITHM; ARTICLE; ARTIFACT BLOCKING; ARTIFACT REDUCTION; COMPARATIVE STUDY; CONVENTIONAL TRIAL REJECTION; CORRELATION COEFFICIENT; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; EVOKED AUDITORY RESPONSE; FEMALE; HUMAN; HUMAN EXPERIMENT; INDEPENDENT CHANNEL REJECTION; INFANT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SIGNAL NOISE RATIO;

AGE FACTORS; ARTIFACTS; BRAIN; BRAIN DISEASES; BRAIN WAVES; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; FEMALE; HUMANS; INFANT; MALE; PATTERN RECOGNITION, AUTOMATED; PREDICTIVE VALUE OF TESTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 78650174678     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2010.04.036     Document Type: Article

References (21)

1. Bell M.A., Wolfe C.D. The use of the electroencephalogram in research on cognitive development. Developmental psychophysiology: theory, systems, and methods 2008, 150-170. Cambridge University Press, New York. L.A. Schmidt, S.J. Segalowitz (Eds.).
2. Berg P., Scherg B.M. A multiple source approach to the correction of eye artifacts. Electroencephalogr Clin Neurophysiol 1994, 90:29-241.
3. Chauveau N., Franceries X., Doyon B., Rigaud B., Morucci J.P., Celsis P. Effects of skull thickness, anisotropy, and inhomogeneity on forward EEG/ERP computations using a spherical three-dimensional resistor mesh model. Hum Brain Mapp 2004, 21:86-97.
4. Gratton G., Coles M.G., Donchin E. A new method for off-line removal of ocular artifact. Electroencephalogr Clin Neurophysiol 1983, 55:468-484.
5. He C., Hotson L., Trainor L.J. Mismatch responses to pitch changes in early infancy. J Cogn Neurosci 2007, 19:878-892.
6. He C., Hotson L., Trainor L.J. Development of infant mismatch responses to auditory pattern changes between 2 and 4 months old. Eur J Neurosci 2009, 29:861-867.
7. He C., Hotson L., Trainor L.J. Maturation of cortical mismatch responses to occasional pitch change in early infancy: effects of presentation rate and magnitude of change. Neuropsychologia 2009, 47:218-229.
8. He C., Trainor L.J. Finding the pitch of the missing fundamental in infants. J Neurosci 2009, 29:7718-8822.
9. Jung T.-P., Makeig S., Westerfield M., Townsend J., Courchesne E., Sejnowski T.J. Analysis and visualization of single-trial event-related potentials. Hum Brain Mapp 2001, 14:166-185.
10. Lagerlund T.D., Sharbrough F.W., Busacker N.E. Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition. J Clin Neurophysiol 1997, 14:73-82.
11. Law S.K., Nunez P.L., Wijesinghe R.S. High-resolution EEG using spline generated surface laplacians on spherical and ellipsoidal surfaces. IEEE Trans Biomed Eng 1993, 40:145-153.
12. Lins O.G., Picton T.W., Berg P., Scherg M. Ocular artifacts in EEG and event-related potentials I: scalp topography. Brain Topogr 1993, 6:51-63.
13. Lins O.G., Picton T.W., Berg P., Scherg M. Ocular artifacts in recording EEGs and event-related potentials II: source dipoles and source components. Brain Topogr 1993, 6(1):65-78.
14. Morr M.L., Shafer V.L., Kreuzer J.A., Kurtzberg D. Maturation of mismatch negativity in typically developing infants and preschool children. Ear Hear 2002, 23:118-136.
15. Mourad N, Reilly JP, De Bruin H, Hasey G, MacCrimmon D. A simple and fast algorithm for automatic suppression of high-amplitude artifacts in EEG data. In: ICASSP, IEEE international conference on acoustics, speech and signal processing - proceedings, 1. Honolulu, HI: 2007.
16. Perrin F., Bertrand O., Pernier J. Scalp current density mapping: value and estimation from potential data. IEEE Trans Biomed Eng 1987, 34:283-288.
17. Perrin F., Pernier J., Bertrand O., Echallier J.F. Spherical splines for scalp potential and current density mapping. Electroencephalogr Clin Neurophysiol 1989, 72:184-187.
18. Ponton C.W., Eggermont J.J., Kwong B., Don M. Maturation of human central auditory system activity: evidence from multi-channel evoked potentials. Clin Neurophysiol 2000, 111:220-236.
19. Srinivasan R., Nunez P.L., Tucker D.M., Silberstein R.B., Cadusch P.J. Spatial sampling and filtering of EEG with spline laplacians to estimate cortical potentials. Brain Topogr 1996, 8:355-366.
20. Steinschneider M, Dunn M. Electrophysiology in developmental neuropsychology. In: Segalowitz SJ, Rapin I, editors. Handbook of neuropsychology. Child neuropsychology. 2nd ed. 2003:91-146.
21. Trainor L.J. Event related potential measures in auditory developmental research. Developmental psychophysiology: theory, systems, and methods 2008, 69-102. Cambridge University Press, New York. L.A. Schmidt, S.J. Segalowitz (Eds.).