An optimal feature set for seizure detection systems for newborn EEG signals

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn 5, Issue , 2003, Pages

  Zarjam, Pega ^a   Mesbah, Mostefa ^a   Boashash, Boualem ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BANDPASS FILTERS; DATA ACQUISITION; FEATURE EXTRACTION; NEONATAL MONITORING; NEURAL NETWORKS; OPTIMIZATION; SIGNAL PROCESSING; VECTORS; WAVELET TRANSFORMS;

MUTUAL INFORMATION FEATURE SELECTION (MIFS);

ELECTROENCEPHALOGRAPHY;

EID: 0038420778     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

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2. P. Kellaway and E. M. Mizrahi, Neonatal seizures, Raven Press, 1990.
3. A. Liu, J. S. Hahn, G. P. Heldt, and R. W. Coen, "Detection of neonatal seizures through computerized EEG analysis," Electrenc. and Clin. Neurophysy, no. 82, pp. 30-37, 1992.
4. J. Gotman, D. Flanagah, J. Zhang, and B. Rosenblatt, "Automatic seizure detection in the newborn: methods and initial evaluation," Electrenc. and Clin. Neurophysy, vol. 103, pp. 356-362, 1997.
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6. B. Boashash, H. Carson, and M. Mesbah, "Detection of seizures in newborns using time-frequency analysis of EEG signals," 10th IEEE workshop on Statistical Signal and Array Processing (SSAP), Pocono Manor, Pennsylvania, USA, pp. 564-568, Aug. 2000.
7. S. V. Mehta, R. W. Koser, and P. J. Venziale, "Wavelet analysis as a potential tool for seizure detection," Proceeding of the IEEE-SP international symposium in time-frequency and time-scale analysis, pp. 584-587, Oct. 1994.
8. H. S. Park, Y. H. Lee, D. S. Lee, and S. Kim, "Detection of epilepticform activity using wavelet and neural network," Proceeding of the 19th Annual EMBS conference, 1997.
9. R. Battiti, "Using mutual information for selecting features in supervised neural net learning," IEEE Transaction on Neural Networks, vol. 5, no. 4, pp. 537-550, 1994.