Neonatal EEG seizure detection using spike signatures in the time-frequency domain

Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003

Volumn 2, Issue , 2003, Pages 41-44

  Hassanpour, Hamid ^a   Mesbah, Mostefa ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRICAL ENGINEERING; SIGNAL PROCESSING;

FREQUENCY SLICES; HIGHER FREQUENCIES; K-NEAREST NEIGHBOUR ALGORITHMS; SEIZURE DETECTION; SMOOTHED NONLINEAR ENERGY OPERATOR; SPIKE DETECTION; TIME FREQUENCY; TIME FREQUENCY DOMAIN;

SIGNAL DETECTION;

EID: 33847246556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPA.2003.1224810     Document Type: Conference Paper

References (9)

1. Eli M. Mizrahi and P. Kellaway, Diagnosis and management of neonatal seizures, Lippincott-Raven, 1998.
2. H. Hassanpour, M. Mesbah, and B. Boashash, "Comparative performance of time-frequency based newborn EEG seizure detection using spike signatures," Pending publication the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, 2003.
3. H. Hassanpour, W. J. Williams, M. Mesbah, and B. Boashash, "Time-frequency extraction of EEG spike events for seizure detection in neonate," Sixth Int. Sympo. on Sig, Proc. and Its Appl., Kuala Lumpur, vol. 1, pp. 246-249, Aug. 2001.
4. B. Boashash and M. Mesbah, "A time-frequency approach for newborn seizure detection," IEEE of EMBS magazine, vol. 20, no. 5, pp. 54-64, 2001.
5. H. Hassanpour, M. Mesbah, and B. Boashash, "A time-frequency approach for spike detection," submitted to IEEE Int. Sympo. on Sig. Proc. and Its Appi, Paris, 2003.
6. H. Hassanpour, M. Mesbah, and B. Boashash, "SVD-based technique for enhancing the time-frequency representation of signals," Fourth Australian Workshop on Sig. Proc. and Appl., Brisbane, pp. 113-116, Dec. 2002.
7. S. Mukhopadhyay and G. C. Ray, "A new interpretation of nonlinear energy operator and its efficiency in spike detection," IEEE Trans. on Boimed. Eng., vol. 45, no. 2, pp. 180-187, Feb. 1998.
8. G.T. Toussaint, "Proximity graphs for nearest neighbor decision rules: recent progress," Interface-2002, 34th Symposium on Computing and Statistics, 2002.
9. W. J. Williams, "Reduced interference distributions: Biological applications and interpretation" Proc. of IEEE, vol. 84, no. 9, pp. 1264-1280, Sept. 1996.