Wavelet entropy method for EEG analysis: application to global brain injury

International IEEE/EMBS Conference on Neural Engineering, NER

Volumn 2003-January, Issue , 2003, Pages 348-351

  Al Nashash, H A ^a   Paul, J S ^b   Thakor, N V ^b  

^a AMERICAN UNIVERSITY OF SHARJAH   (United Arab Emirates)

^b Johns Hopkins University   (United States)

Author keywords

Brain injuries; Brain modeling; Cardiac arrest; Electroencephalography; Entropy; Ischemic pain; Rodents; Signal analysis; Wavelet analysis; Wavelet coefficients

Indexed keywords

BRAIN MODELS; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; ENTROPY; MAMMALS; SIGNAL ANALYSIS; WAVELET ANALYSIS;

BRAIN INJURY; CARDIAC ARREST; ISCHEMIC PAIN; RODENTS; WAVELET COEFFICIENTS;

WAVELET TRANSFORMS;

EID: 84942589324     PISSN: 19483546     EISSN: 19483554     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2003.1196832     Document Type: Conference Paper

References (12)

1. C. Borel and D.F. Hanley, 'Neurological Intensive Care Unit Monitoring', In : Rogers, M.C., Traysman, R.J.(Eds.), Critical Care Clinics. Symposium on Neurological Intensive Care. Saunders, Philadelphia pp. 223-239, 1985.
2. R. Agarwal, J. Gotman, D. Flanagan and B. Rosenblatt, 'Automatic EEG Analysis during long-term monitoring in the ICU', Electroencephalography and Clin. Neurophysiology, 107, pp. 44-58, 1998.
3. V.Goel, A.Bambrink, A.Baykal, R.Koehler, D.Hanley and N.Thakor, 'Dominant Frequency Analysis of EEG Reveals Brain's Response during Injury and Recovery', IEEE Trans. BME., 43, No. 11, pp. 1083-1092, 1996.
4. R.Geocadin, R.Ghodadra, T.Kimura, H.Lei, D.Sherman, D.Hanley and N.Thakor, 'A Novel Quantitative EEG injury measure of global cerebral Ischemia', Clinical Neurophysiology, 111, pp. 1779-1787, 2000.
5. O. Rosso et al., 'Wavelet Entropy: A new tool for analysis of short duration Brain Electrical signals', J. Neuroscience Methods, 105, pp. 65-75, 2001.
6. D. L. Sherman, A. M. Brambrink, R. N. Ichord, V. K. Dasika, R. C. Koehler, R. J. Traystman, D. F. Hanley, and N. V. Thakor, "Quantitative EEG during early recovery from hypoxic-ischemic injury in immature piglets: burst occurrence and duration," Clin Electroencephalogr, vol. 30, pp. 175-83., 1999.
7. R. Gray, Entropy and Information theory. New York: Springer, 1990.
8. P. Flandrin, R. Baraniuk, and O. Michael, "Time-frequency complexity and Information," presented at IEEE Int Conf. Acoust. Speech, Signal Proc., ICASSP' 94, 1994.
9. O. A. Rosso, S. Blanco, J. Yordanova, V. Kolev, A. Figliola, M. Schurmann, and E. Basar, "Wavelet entropy: a new tool for analysis of short duration brain electrical signals," J Neurosci Methods, vol. 105, pp. 65-75., 2001.
10. L. Katz, U. Ebmeyer, P. Safar, A. Radovsky, and R. Neumar, "Outcome model of asphyxial cardiac arrest in rats," J Cereb Blood Flow Metab vol. 15, pp. 1032-9., 1995.
11. R. Gray, Entropy and Information theory. New York: Springer, 1990.
12. T.M.Cover and J.A.Thomas, Elements of Information theory, John Wiley & Sons 1991.