Time-frequency extraction of EEG spike events for seizure detection in neonate

6th International Symposium on Signal Processing and Its Applications, ISSPA 2001 - Proceedings; 6 Tutorials in Communications, Image Processing and Signal Analysis

Volumn 1, Issue , 2001, Pages 246-249

  Hassanpour, Hamid ^a   Williams, William ^a   Mesbah, Mostefa ^a   Boashash, Boualem ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE PROCESSING;

FREQUENCY SLICES; NON-STATIONARITIES; SEIZURE ACTIVITY; SEIZURE DETECTION; TIME FREQUENCY; TIME FREQUENCY DOMAIN; TIME-FREQUENCY METHODS; TIME-FREQUENCY REPRESENTATIONS;

SIGNAL DETECTION;

EID: 0038112489     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPA.2001.949823     Document Type: Conference Paper

References (11)

1. B. Boashash, H. Carson, and M. Mesbah. Detection of seizures in newborns using time-frequency analysis of eeg signal. Proceedings of the 10th IEEE workshop on statistical signal and array processing, pages 564568, August 2000.
2. Boualem Boashash and Mostefa Mesbah. A time-frequency approach for newborn seizure detection: Rationale and relationship to stationary methods. Accepted for publication in the Special Issue of IEEE EMBS magazine (Revised version submitted on March 2001).
3. M. C. Casdagli, L. D. Iasemidis, J. C. Sackellares, S. N. Roper, R. L. Gilmore, and R. S. Savit. Characterizing nonlinearity in invasive eeg recordings from temporal lobe epilepsy. PhysicaD, 99:381-399,1996.
4. H.-I. Choi and W. J. Williams. Improved time-frequency representation of multicomponent signals using exponential kernels. IEEE Transactions on Acoustics, Speech and Signal Processing, 37(6):862-871,1989.
5. J. Gotman, J. Zhang, J. Rosenblatt, and R. Gottesman. Evaluation of an automatic seizure detection method for the newborn eeg. Electroenc. and Clin. Neuro-physy, (103):363-369,1997.
6. A. Liu, J. S. Hahn, G. P. Heldt, and R. W. Coen. Detection of neonatal seizure through computerized eeg analysis. Electroenc. and Clin. Neurophysy, (82):30-37, 1992.
7. D. Ottoson. Physiology of the Nervous System. MacMillan Press London, 1983.
8. D. H. Perkel, G. L. Gerstein, and G. P. Moore. Neuronal spike trains and stochastic point processes-i: The single spike train. Biophys, 7:391-418,1967.
9. M. Roessgen, A. Zoubir, and B. Boashash. Seizure detection of newborn eeg using a model based approch. IEEE Trans, on Biomed. Eng., 45(6):673-685, June 1998.
10. W. J. Williams. Reduced interference distributions: Biological applications and interpretation. Proceedings of IEEE, 84(9):1264-1280, Sept. 1996.
11. H. P. Zaveri, W. J. Williams, L. D. Iasemidis, and J. C. Sackellares. Time-frequency representation of electro-corticograms in temporal lobe epilepsy. IEEE Trans, on biomed., 39(5):502-509,May 1992.