A patient-specific algorithm for the detection of seizure onset in long-term EEG monitoring: Possible use as a warning device

IEEE Transactions on Biomedical Engineering

Volumn 44, Issue 2, 1997, Pages 115-122

  Qu, Hao ^a   Gotman, Jean ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Eeg monitoring; Patient specific classifier; Seizure detection

Indexed keywords

ALARM MONITORING; ALGORITHM; ARTICLE; ELECTROENCEPHALOGRAM; HUMAN; PATIENT MONITORING; SEIZURE;

ALGORITHMS; ELECTROENCEPHALOGRAPHY; EPILEPSY; EVALUATION STUDIES; FALSE POSITIVE REACTIONS; HUMANS; MONITORING, PHYSIOLOGIC; TIME FACTORS;

EID: 0031029383     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.552241     Document Type: Article

References (12)

1. S. S. Aziz, S. J. Wallace, J. F. Murphy, C. P. Q. Sainsbury, and O. P. Gray, Cotside EEG monitoring using computerized spectral analysis, Arch. Disease in Childhood, vol. 61, pp. 242-246, 1986.
2. P. A. Devijver and J. Kittle, Patter Recognition: A Statistical Approach. London: Prentice-Hall, 1982.
3. A. S. Gevins, Statistical pattern recognition, in Handbook of Electroencephalography and Clinical Neurophysiology, Vol. 1: Methods of Analysis of Brain Electrical and Magnetic Signals, A. Gevins and A. Remond, Eds. Amsterdam: Elsevier/North-Holland Biomédical, 1987, pp. 541-582.
4. J. R. Glover, N. Raghavan, P. Y. Ktonas, and J. D. Frost, Contextbased automated detection of epileptogenic sharp transients in the EEG: Elimination of false positives, IEEE Trans. Biomed. Eng., vol. 36, no. 5, pp. 519-527, 1989.
5. J. Gotman, Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG, Electroencephalogr. Clin. Neurophysiol, vol. 41, pp. 513-529, 1976.
6. Automatic recognition of epileptic seizures in the EEG, Electroencephalogr. Clin. Neurophysiol., vol. 54, pp. 530-540, 1982.
7. Automatic seizure detection: Improvements and evaluation, Electroencephalogr. Clin. Neurophysiol., vol. 76, pp. 317-324, 1990.
8. A. Liu, J. S. Hahn, G. P. Heldt, and R. W. Coen, Detection of neonatal seizures through computerized EEG analysis, Electroencephalogr. Clin. Neurophysiol., vol. 82, pp. 30-37, 1992.
9. A. M. Murro, D. W. King, J. R. Smith, B. B. Gallagher, H. F. Flanigin, and K. Meador, Computerized seizure detection of complex partial seizures, Electroencephalogr. Clin. Neurophysiol., vol. 79, pp. 330-333, 1991.
10. F. Pauri, F. Pierelli, G. E. Chatrian, and W. W. Erdly, Long-term EEG-video-audio monitoring: Computer detection of focal EEG seizure patterns, Electroencephalogr. Clin. Neurophysiol., vol. 82, pp. 1-9, 1992.
11. H. Qu and J. Gotman, Improvement in seizure detection performance by automatic adaptation to the EEG of each patient, Electroencephalogr. Clin. Neurophysiol., vol. 86, pp. 79-87, 1993.
12. E. Niedermeyer, Epileptic seizure disorders, in Electroencephalography, Basic Principles, Clinical Appl. and Related Fields, 2nd ed., E. Niedermeyer and F. Lopes da Suva, Eds. Baltimore, MD/Munich, Germany: Urban & Schwarzenberg, 1987, pp. 405-510.