A novel wavelet-based index to detect epileptic seizures using scalp EEG signals

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 919-922

  Zandi, Ali Shahidi ^a   Dumont, Guy A ^a   Javidan, Manouchehr ^a,b   Tafreshi, Reza ^c   MacLeod, Bernard A ^a   Ries, Craig R ^a   Puil, Ernie ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b VANCOUVER GENERAL HOSPITAL   (Canada)

^c TEXAS A AND M UNIVERSITY AT QATAR   (Qatar)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINED INDICES; EEG RECORDING; EPILEPTIC SEIZURES; FALSE DETECTIONS; REAL-TIME DETECTION; RHYTHMIC ACTIVITY; WAVELET BASED ALGORITHM; WAVELET PACKET;

NEUROPHYSIOLOGY;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; ELECTROENCEPHALOGRAPHY; HUMAN; METHODOLOGY; REPRODUCIBILITY; SCALP; SEIZURE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; HUMANS; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SCALP; SEIZURES; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 61849098696     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4649304     Document Type: Conference Paper

References (15)

1. H. Witte, L. D. Iasemidis, and B. Lift, "Special issue on epileptic seizure prediction," IEEE Transactions on Biomedical Engineering, vol. 50, pp. 537-539, 2003.
2. M. D. Alessandro, R. Esteller, G. Vachtsevanos, A. Hinson, J. Echauz, and B. Lift, "Epileptic seizure prediction using hybrid feature selection over multiple intracranial eeg electrode contacts: A report of four patients," IEEE Transactions on Biomedical Engineering, vol. 50, pp. 603-615, 2003.
3. J. Gotman, "Automatic seizure detection: improvements and evaluation," Electroencephalography and Clinical Neurophysiology, vol. 76, pp. 317-324, 1990.
4. I. Osorio, M. G. Frei, and S. B. Wilkinson, "Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset," Epilepsia, vol. 39, pp. 615-627, 1998.
5. A. J. Gabor, "Seizure detection using a self-organizing neural network: validation and comparison with other detection strategies," Electroencephalography and Clinical Neurophysiology, vol. 107, pp. 27-32, 1998.
6. Y. U. Khan and J. Gotman, "Wavelet based automatic seizure detection in intracerebral electroencephalogram," Clinical Neurophysiology, vol. 114, pp. 898-908, 2003.
7. N. S. O'Neill, M. Javidan, and Z. J. Koles, "Identification of the temporal components of seizure onset in the scalp EEG," The Canadian Journal of Neurological Sciences, vol. 28, pp. 245-253, 2001.
8. M. E. Saab and J. Gotman, "A system to detect the onset of epileptic seizures in scalp EEG," Clinical Neurophysiology, vol. 116, pp. 427-442, 2005.
9. C. S. Burrus, R. A. Gopinath, and H. Guo, Introduction to wavelets and wavelet transforms: A primer. Prentice-Hall, Upper Saddle River, NJ, 1998.
10. S. Mallat, A wavelet tour of signal processing. Academic Press, 1999.
11. A. S. Zandi and M. H. Moradi, "Quantitative evaluation of a waveletbased method in ventricular late potential detection," Pattern Recognition, vol. 39, pp. 1369-1379, 2006.
12. R. Tafreshi, G. Dumont, D. Gross, C. R. Ries, E. Puil, and B. A. MacLeod, "Seizure detection by a novel wavelet packet method," pp. 6141-6144, in Proc. of the 28th Annual International Conference of the IEEE EMBS, New York City, USA, 2006.
13. A. S. Zandi, R. Tafreshi, G. A. Dumont, C. R. Ries, B. A. MacLeod, and E. Puil, "Electroconvulsive therapy: A model for seizure detection by a wavelet packet algorithm," pp. 1916-1919, in Proc. of the 29th Annual International Conference of the IEEE EMBS Cite Internationale, Lyon, France, August 2007.
14. T. Zikov, S. Bibian, G. A. Dumont, M. Huzmezan, and C. R. Ries, "Quantifying cortical activity during general anesthesia using wavelet analysis," IEEE Transactions on Biomedical Engineering, vol. 53, pp. 617-632, 2006.
15. J. Gotman, "Automatic recognition of epileptic seizures in the EEG," Electroencephalography and Clinical Neurophysiology, vol. 54, pp. 530-540, 1982.