Detection of neonatal EEG seizure using multichannel matching pursuit

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 907-910

  Khlif, M S ^a   Mesbah, M ^a   Boashash, B ^a   Colditz, P ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING; INDUSTRIAL ENGINEERING;

DATA DEPENDENT; ELECTRO-ENCEPHALOGRAM (EEG); MATCHING PURSUIT; MULTICOMPONENTS; NEONATAL SEIZURE; NEW APPROACHES; SEIZURE DETECTION; STRUCTURAL CHARACTERISTICS;

ELECTROENCEPHALOGRAPHY;

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

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

EID: 61849165490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4649301     Document Type: Conference Paper

References (10)

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2. J. J. Volpe, "Neonatal seizures," in Neurology of the Newborn vol. 4th Edition, (ed JJ Volpe) Philadelphia: W.B. Saunders, 2000, pp. 129-159.
3. M. Wong, "Neonatal Seizures." vol. 2007: Epilepsy Center at St. Louis Children's Hospital, 2007.
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6. B. Boashash and M. Mesbah, "A time-frequency approach for newborn seizure detection" IEEE Engineering in Medicine and Biology Magazine, vol. 20, pp. 54-64, 2001.
7. S. G. Mallat and Z. F. Zhang, "Matching Pursuit with Time-Frequency Dictionaries," Ieee Transactions on Signal Processing, vol. 41, pp. 3397-3415, Dec 1993.
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9. L. Rankine, M. Mesbah, and B. Boashash, "A matching pursuit-based signal complexity measure for the analysis of newborn EEG," Med Bio Eng Comput, vol. 45, pp. 251-260, 2007.
10. M. S. Khlif, M. Mesbah, B. Boashash, and P. Colditz, "Multichannel- Based Newborn EEG Seizure Detection using Time-Frequency Matched Filter," in Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, 2007, pp. 1265-1268.