Multichannel-based newborn eeg seizure detection using time-frequency matched filter

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 1265-1268

  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

COMPUTATIONAL METHODS; CORRELATION METHODS; ELECTROENCEPHALOGRAPHY; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; MATRIX ALGEBRA;

MULTICHANNEL GEOMETRICAL CORRELATION; TIME-FREQUENCY MATCHED FILTER;

LIVING SYSTEMS STUDIES;

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

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

EID: 57649158808     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352527     Document Type: Conference Paper

References (8)

1. M. H. Beers and R. Berkow, The Merck, Manual of Diagnosis and Therapy, 17th Edition, Section 19 Chapter 260, http://www.merck.com/ mrkshared/mmanual/section19/chapter260/260 jsp
2. B. Boashash and M. Mesbah, "Time-frequency methodology for newborn EEG seizure detection, Chapter 9 in A. PapandreouSuppappola Ed., Applications in Time-Frequency Signal Processing, CRC Press LLC, Florida 2000.
3. S. Faul, G. Boylan, S. Connolly, L. Marnane, and G. Lightbody, "An evaluation of automated neonatal seizure detection methods", Clinical Neurophysiology, Vol. 116, No. 7, pp. 1533-1541, July 2005.
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5. B. Boashash and M. Mesbah, "Using DSP to detect seizures in newborns" IEE Electronics Systems and Software, pp. 34-37, December/January 2003/2004.
6. B. Boashash and M Mesbah. "A time-frequency approach for newborn seizure detection", IEEE Engineering in Medicine and Biology Magazine, Vol. 20, No. 5, pp. 54-64, September/October 2001.
7. B. Boashash, Time-Frequency Signal Analysis and Processing: A Comprehensive Reference, Elsevier, Oxford, 2003.
8. C.W. Ko et al, "An EEG spike detection algorithm using artificial neural network with multi-channel correlation", Proceedings of the IEEE Engineering in Medicine and Biology Society, Vol. 20, No. 4, 1998.