A novel morphology-based classifier for automatic detection of epileptic seizures

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 5545-5548

  Yadav, Rajeev ^a   Agarwal, R ^a   Swamy, M N S ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

Author keywords

Automatic seizure detection; EEG; Epilepsy

Indexed keywords

AUTOMATIC DETECTION; EEG; EEG RECORDING; EPILEPSY; EPILEPTIC SEIZURES; FALSE DETECTIONS; REAL-TIME APPLICATION; RESEARCH GROUPS; SEIZURE DETECTION; SHORT DURATIONS; SINGLE CHANNELS;

CLASSIFIERS; MORPHOLOGY;

BIOLOGY;

ALGORITHM; ARTICLE; AUTOMATION; EPILEPSY; HUMAN; METHODOLOGY; PATHOLOGY;

ALGORITHMS; AUTOMATION; EPILEPSY; HUMANS;

EID: 78650804683     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626781     Document Type: Conference Paper

References (7)

1. E. Niedermeyer and F. H. Lopes da Silva, Electroencephalography : basic principles, clinical applications, and related fields, 5th ed. Philadelphia: Lippincott Williams & Wilkins, 2005.
2. J. Gotman, "Automatic recognition of epileptic seizures in the EEG," Electroencephalogr Clin Neurophysiol, vol. 54, pp. 530-40, Nov 1982.
3. S. Grewal and J. Gotman, "An automatic warning system for epileptic seizures recorded on intracerebral EEGs," Clin Neurophysiol, vol. 116, pp. 2460-72, Oct 2005.
4. R. Yadav, et al., "Detection of epileptic seizures in stereo-EEG using frequency-weighted energy," in Circuits and Systems, 2007. MWSCAS 2007. 50th Midwest Symposium on, 2007, pp. 77-80.
5. R. Yadav, et al., "A novel dual-stage classifier for automatic detection of epileptic seizures," Conf Proc IEEE Eng Med Biol Soc, vol. 2008, pp. 911-4, 2008.
6. R. Yadav, et al., "A new improved model-based seizure detection using statistically optimal null filter," Conf Proc IEEE Eng Med Biol Soc, vol. 2009, pp. 1318-22, 2009.
7. B. L. Davey, et al., "Expert system approach to detection of epileptiform activity in the EEG," Med Biol Eng Comput, vol. 27, pp. 365-70, Jul 1989.