Can dipole modelling be improved by removing muscular and ocular artifacts from ictal scalp EEG?

Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering

Volumn , Issue , 2007, Pages 252-255

  Hallez, Hans ^a   De Vos, Maarten ^b   Phlypo, Ronald ^a   Vanrumste, Bart ^b,c   Van Hese, Peter ^a   D'Asseler, Yves ^a   Van Paesschen, Wim ^d   Van Huffel, Sabine ^b   Lemahieu, Ignace ^a  

^a GHENT UNIVERSITY   (Belgium)

^b UNIVERSITY OF LEUVEN   (Belgium)

^c Thomas More University College   (Belgium)

^d UNIVERSITY HOSPITALS LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; MUSCLE; SPURIOUS SIGNAL NOISE;

DIPOLE SOURCE LOCALIZATION; RESIDUAL ENERGY;

ELECTROENCEPHALOGRAPHY;

EID: 34548805874     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2007.369659     Document Type: Conference Paper

References (7)

1. W. De Clercq, A. Vergult, B. Vanrumste, W. Van Paesschen and S. Van Huffel, "Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram.", IEEE Trans. Bio-Med. Eng., Vol. 53, pp. 2583-7, 2006
2. M. De Vos, L. De Lathauwer, A. Vergult, W. De Clercq, W. Van Paesschen, S. Van Huffel. Spatially constrained independent component analysis algorithm for real-time eye artifact removal from the electroencephalogram. Proc. of the first Annual Symposium of the IEEE-EMBS Benelux Chapter. Brussels, Belgium, pp. 159-163 (2006)
3. M. Borga and H. Knutsson. A Canonical Correlation Approach to Blind Source Separation. Report LiU-IMT-EX-0062 Department of Biomedical Engineering, Linkping University, 2001
4. L. Shoker, S. Sanei, W. Wang, J.A. Chambers. Removal of eye blinking artifact from the electro-encephalogram, incorporating a new constrained blind source separation algorithm. Med Biol Eng Comput, 43, 290-295, 2005
5. A. Belouchrani, K. Abed-Meraim, J.-F. Cardoso, and E. Moulines. A blind source separation technique using second order statistics. IEEE Trans. Signal Processing, 45, pp. 434444, 1997.
6. H. Hallez, B. Vanrumste, P. Van Hese, Y. D'Asseler, I. Lemahieu and R. Van de Walle, "A Finite Difference Method with Reciprocity used to Incorporate Anisotropy in electroencephalogram dipole source localization", Physics in Medicine and Biology, Vol. 50, pp. 3787-3806, 2005
7. J.C. Mosher and R.M. Leahy, "Source Localization Using Recursively Applied and Projected (RAP) MUSIC", IEEE Transactions on Signal Processing, Vol. 47, pp. 332-340, 1999