Detection of focal epileptiform activity in the EEG: An SVD and dipole model approach

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

Volumn 3, Issue , 2002, Pages 2031-2032

  Vanrumste, Bart ^a,b   Jones, Richard D ^a,b,c   Bones, Philip J ^a  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

^b CHRISTCHURCH HOSPITAL   (New Zealand)

^c UNIVERSITY OF OTAGO   (New Zealand)

Author keywords

Dipole localization; Singular value decomposition; Spike seizure detection

Indexed keywords

ALGORITHMS; BIOELECTRIC POTENTIALS; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; MATRIX ALGEBRA; PARAMETER ESTIMATION; PATIENT MONITORING; PROBABILITY DISTRIBUTIONS;

DIPOLE LOCALIZATION; EPILEPSY; EPILEPTIFORM ACTIVITY; SEIZURE DETECTION; SINGULAR VALUE DECOMPOSITION; SPIKE DETECTION;

NEUROLOGY;

EID: 0036916270     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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2. A. Dingle, R. Jones, G. Carroll, and R. Fright, "A multi-stage system to detect epileptiform activity in the EEG," IEEE Trans. Biomed. Eng., vol. 40, pp. 1260-1268, 1993.
3. C. James, R. Jones, P. Bones, and G. Carroll, "Detection of epileptiform discharges in EEG by a hybrid system comprising mimetic, self-organized artificial neural networks, and fuzzy logic stages," Clin. Neurophysiol., vol. 110, pp. 2049-2063, 1999.
4. G. Van Hoey, B. Vanrumste, R. Van de Walle, P. Boon, I. Lemahieu, M. D'Havé, and K. Vonck, "Detection and localization of epileptic brain activity using an artificial neural network for dipole source analysis," in Proc. EUSIPCO2000 Conf., Tampere, Finland, 2000.
5. G. Van Hoey, J. De Clercq, B. Vanrumste, R. Van de Walle, M. D'Havé, I. Lemahieu, and P. Boon, "EEG dipole source localization using artificial neural networks," Phys. Med. Biol., vol. 45, pp. 997-1011, 2000.
6. D.-M. Ward, R. Jones, P. Bones, and G. Carroll, "Enhancement of deep epileptiform activity in the EEG via 3-D adaptive spatial filtering," IEEE Trans. Biomed. Eng., vol. 46, pp. 707-716, 1999.