Patient un-specific detection of epileptic seizures through changes in variance

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

Volumn , Issue , 2006, Pages 3747-3750

  Varsavsky, Andrea ^a,b   Mareels, Iven ^a,b  

^a IEEE   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

PRE-PROCESSING; SEIZURE DETECTION;

ALGORITHMS; BRAIN; DATA REDUCTION; PATIENT TREATMENT; STATISTICAL METHODS;

SIGNAL DETECTION;

ALGORITHM; ARTICLE; AWARENESS; BIOLOGICAL MODEL; BRAIN CORTEX; BRAIN MAPPING; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMAN; PATHOPHYSIOLOGY; PHYSIOLOGIC MONITORING; SIGNAL PROCESSING; STATISTICAL MODEL;

ALGORITHMS; AWARENESS; BRAIN MAPPING; CEREBRAL CORTEX; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; LINEAR MODELS; MODELS, NEUROLOGICAL; MONITORING, PHYSIOLOGIC; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 34047134583     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260452     Document Type: Conference Paper

References (8)

1. Shoeb A. et al. Patient specific seizure onset detection. Epilepsy and Behavior, 5:pp.483-498, 2004.
2. Yaylali I. et al. Detection of seizures from small samples using nonlinear dynamic system theory. IEEE Trans on Biomedical Engineering, vol.43:pp.743-751, 1996.
3. Gotman J. Automatic recognition of epileptic seizures in the eeg. Electroencephalography and Clinical Neurophysiology, vol.54:pp.530-540, 1982.
4. Gotman J. Automatic seizure detection: Improvements and evaluation. Electroencephalography and Clinical Neurophysiology, vol.76:pp.317-324, 1989.
5. Gotman J. A patient-specific algorithm for the detection of seizure onset in long-term eeg monitoring: possible use as a warning device. IEEE Trans on Biomedical Engineering, vol.44:pp. 115-122, 1997.
6. Iasemidis L.D. Epileptic seizure prediction and control. IEEE Trans on Biomedical Engineering, 50(5):pp. 549-558, 2003.
7. Saab M.E. and Gotman J. A system to detect the onset of epileptic seizures in scalp eeg. Clinical Neurophysiology, vol.116:pp.427-442, 2005.
8. Mitra S.K. Digital Signal Processing: A Computer Based Approach. McGraw Hill, 3rd edition, 2006.