Wavelet analysis of generalized tonic-clonic epileptic seizures
The analysis of generalized tonic-clonic seizures is usually difficult with quantitative EEG techniques due to muscle artifact. We applied two quantifiers based on the Wavelet Transform to evaluate 20 seizures from eight consecutive patients admitted for video-EEG monitoring. We studied the relative...
Guardado en:
| Autor principal: | |
|---|---|
| Otros Autores: | , |
| Formato: | Capítulo de libro |
| Lenguaje: | Inglés |
| Publicado: |
2003
|
| Acceso en línea: | Registro en Scopus DOI Handle Registro en la Biblioteca Digital |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
| LEADER | 12583caa a22010217a 4500 | ||
|---|---|---|---|
| 001 | PAPER-4964 | ||
| 003 | AR-BaUEN | ||
| 005 | 20230607131850.0 | ||
| 008 | 190411s2003 xx ||||fo|||| 00| 0 eng|d | ||
| 024 | 7 | |2 scopus |a 2-s2.0-0037410182 | |
| 040 | |a Scopus |b spa |c AR-BaUEN |d AR-BaUEN | ||
| 030 | |a SPROD | ||
| 100 | 1 | |a Rosso, O.A. | |
| 245 | 1 | 0 | |a Wavelet analysis of generalized tonic-clonic epileptic seizures |
| 260 | |c 2003 | ||
| 270 | 1 | 0 | |m Rosso, O.A.; Fac. de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, 1428 Ciudad de Buenos Aires, Argentina; email: rosso@ulises.ic.fcen.uba.ar |
| 506 | |2 openaire |e Política editorial | ||
| 504 | |a Aldroubi, A., Unser, M., (1996) Wavelets in Medicine and Biology, , CRC Press, Boca Raton, FL | ||
| 504 | |a Babloyantz, A., Destexhe, A., Low dimensional chaos in an instance of epilepsy (1986) Proc. Natl. Acad. Sci. USA, 83, pp. 3513-3517 | ||
| 504 | |a Babloyantz, A., Salazar, J.M., Nicolis, C., Evidence of chaotic dynamics of brain activity during the sleep cycle (1985) Phys. Lett., 111, pp. 152-156 | ||
| 504 | |a Başar, E., (1998) Brain Function and Oscillations. I: Brain Oscillations, Principles and Approaches, , Berlin: Springer | ||
| 504 | |a Blanco, S., Creso, J., Figliola, A., Quian Quiroga, R., Rosso, O.A., Nonlinear dynamic analysis of scalp EEG epileptic signals (2003) Instabilities and Nonequilibrium Structures VII, , O. Descalzi, E. Tirapegui, J. Martinez Mardones (Eds.), Kluwer Academic Publishers, Dordrecht, in press | ||
| 504 | |a Blanco, S., D'Attellis, C., Isaacson, S., Rosso, O.A., Sirne, R., Time-frequency analysis of electroencephalogram series (II): Gabor and wavelet transform (1996) Phys. Rev. E, 54, pp. 6661-6672 | ||
| 504 | |a Blanco, S., Figliola, A., Kochen, S., Rosso, O.A., Using nonlinear dynamics metrics tools for characterizing brain structures (1997) IEEE Eng. Med. Biol. Mag., 16, pp. 83-92 | ||
| 504 | |a Blanco, S., Figliola, A., Quian Quiroga, R., Rosso, O.A., Serrano, E., Time-frequency analysis of electroencephalogram series (III): Wavelet packets and information cost function (1998) Phys. Rev. E, 57, pp. 932-940 | ||
| 504 | |a Blanco, S., Kochen, S., Quian Quiroga, R., Riquelme, L., Rosso, O.A., Salgado, P., Characterization of epileptic EEG time series (I): Gabor transform and nonlinear dynamics methods (1997) Wavelet Theory and Harmonic Analysis in Applied Sciences, pp. 179-226. , C.E. D'Attellis, E.M. Fernandez-Berdaguer (Eds.), Boston: Birkhäuser Publishers | ||
| 504 | |a Blanco, S., Kochen, S., Rosso, O.A., Salgado, P., Applying time-frequency analysis to seizure EEG activity. A method to help to identify the source of epileptic seizures (1997) IEEE Eng. Med. Biol. Mag., 16, pp. 64-71 | ||
| 504 | |a Blanco, S., Quian Quiroga, R., Rosso, O.A., Kochen, S., Time-frequency analysis of electroencephalogram series (1995) Phys. Rev. E, 51, pp. 2624-2631 | ||
| 504 | |a Casdagli, M.C., Iasemedis, L.D., Savit, R.S., Gilmore, R.L., Roper, S.N., Sackellares, J.C., Non-linearity in invasive EEG recordings from patients with temporal lobe epilepsy (1997) Electroenceph. Clin. Neurophysiol., 102, pp. 98-105 | ||
| 504 | |a Crepeau, J.C., Isaacson, L.K., On the spectral entropy behavior of self-organizing processes (1990) J. Non-Equilib. Thermodyn., 15, pp. 115-126 | ||
| 504 | |a Darcey, T.M., Willamson, P.D., Spatio-temporal EEG measures and their applications to human intracranially recorded epileptic seizures (1985) Electroenceph. Clin. Neurophysiol., 61, pp. 573-587 | ||
| 504 | |a Daubechies, I., (1992) Ten Lectures on Wavelets, , Philadelphia, PA: SIAM | ||
| 504 | |a Elbert, T., Ray, W.J., Kowalik, Z.J., Skinner, J.E., Graf, K.E., Birbaumer, N., Chaos and physiology: Deterministic chaos in excitable cell assemblies (1994) Physiol. Rev., 74, pp. 1-47 | ||
| 504 | |a Gastaut, H., Broughton, R., (1972) Epileptic Seizures, , Springfield IL: Charles C. Thomas | ||
| 504 | |a Gotman, J., Ives, J.R., Gloor, P., Frequency content of EEG and EMG at seizure onset: Possibility of removal of EMG artefact by digital filtering (1981) Electroenceph. Clin. Neurophysiol., 52, pp. 626-639 | ||
| 504 | |a Iasemedis, L.D., Sackellares, J.C., The evolution with time of spatial distribution of the largest Lyapunov exponent on the human epileptic cortex (1991) Measuring Chaos in Human Brain, pp. 49-82. , D. Duke, W. Pritchards (Eds.), Singapore: World Scientific | ||
| 504 | |a Iasemedis, L.D., Sackellares, J.C., Zaveri, H.P., Williams, W.J., Phase space topography and Lyapunov exponent of electrocorticograms in partial seizures (1990) Brain Topography, 2, pp. 187-201 | ||
| 504 | |a Inouye, T., Shinosaki, K., Imaya, A., Matsumoto, Y., Localization of activated areas and directional EEG patterns during mental arithmetic (1993) Electroenceph. Clin. Neurophysiol., 86, pp. 224-230 | ||
| 504 | |a Inouye, T., Shinosaki, K., Sakamoto, H., Toi, S., Ukai, S., Iyama, A., Katzuda, Y., Hirano, M., Quantification of EEG irregularity by use of the entropy of power spectrum (1991) Electroenceph. Clin. Neurophysiol., 79, pp. 204-210 | ||
| 504 | |a Kolev, V., Rosso, O.A., Yordanova, J., A transient dominance of theta ERP component characterizes passive auditory processing: Evidence from developmental study (2001) Neuroreport, 12, pp. 2791-2796 | ||
| 504 | |a Kowalik, Z.J., Elbert, T., Changes of chaoticness in spontaneous EEG/EMG (1994) Integrative Physiol. Behav. Sci., 29, pp. 270-282 | ||
| 504 | |a Lehnertz, K., Elger, C.E., Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity (1998) Phys. Rev. Lett., 80, pp. 5019-5022 | ||
| 504 | |a Mallat, S., (1999) A Wavelet Tour of Signal Processing, 2nd Edition, , San Diego: Academic Press | ||
| 504 | |a Mitschake, F., Acausal filters for chaotics signals (1990) Phys. Rev. A, 41, pp. 1169-1171 | ||
| 504 | |a Mitschake, F., Möller, M., Large, W., Measuring filtered chaotic signals (1988) Phys. Rev. A, 37, pp. 4518-4521 | ||
| 504 | |a Niedermeyer, E., Lopes da Silva, F.H., (1987) Electroencephalography, Basic Principles, Clinical Applications, and Related Field, , Baltimore: Urban and Schwarzenberg | ||
| 504 | |a Pijn, J.P., Van Neerven, J., Noestt, A., Lopes da Silva, F.H., Chaos or noise in EEG signals: Dependence on state and brain site (1991) Electroenceph. Clin. Neurophysiol., 79, pp. 371-381 | ||
| 504 | |a Powell, G.E., Percival, I.C., A spectral entropy method for distinguishing regular and irregular motion of Hamiltonian systems (1979) J. Phys. A: Math. Gen., 12, pp. 2053-2071 | ||
| 504 | |a Quian Quiroga, R., (1998) Quantitative Analysis of EEG Signals: Time-Frequency Methods and Chaos Theory, , Ph.D. Thesis, Institute of Physiology and Institute of Signal Processing, Medical University of Lübeck, Lübeck, Germany | ||
| 504 | |a Quian Quiroga, R., Blanco, S., Rosso, O.A., García, H., Rabinowicz, A., Searching for hidden information with Gabor transform in generalized tonic-clonic seizures (1997) Electroenceph. Clin. Neurophysiol., 103, pp. 434-439 | ||
| 504 | |a Quian Quiroga, R., Rosso, O.A., Başar, E., Schürmann, M., Wavelet entropy in event-related potentials: A new method shows ordering of EEG oscillations (2001) Biol. Cybernet., 84, pp. 291-299 | ||
| 504 | |a Rodin, E.A., Gonzales, S., Caldwell, D., Laginess, D., Photic evoked responses during induced epileptic seizures (1966) Epilepsia, 7, pp. 202-214 | ||
| 504 | |a Rosso, O.A., Blanco, S., Yordanova, J., Kolev, V., Figliola, A., Schürmann, M., Başar, E., Wavelet entropy: A new tool for analysis of short duration brain electrical signals (2001) J. Neurosci. Method, 105, pp. 65-75 | ||
| 504 | |a Rosso, O.A., Mairal, M.L., Characterization of time dynamical evolution of electroencephalographic epileptic records (2002) Physica A, 312, pp. 469-504 | ||
| 504 | |a Rosso, O.A., Martin, M.T., Plastino, A., Brain electrical activity analysis using wavelet based informational tools (2002) Physica A, 313, pp. 587-609 | ||
| 504 | |a Rosso, O.A., Martin, M.T., Plastino, A., Brain electrical activity analysis using wavelet based informational tools (II): Tsallis non-extensivity and complexity measures (2003) Physica A, 320, pp. 497-511 | ||
| 504 | |a Shannon, C.E., A mathematical theory of communication (1948) Bell System Technol. J., 27, pp. 379-423 | ||
| 504 | |a Theiler, J., Eubank, S., Don't bleach chaotic data (1993) Chaos, 3, pp. 771-782 | ||
| 504 | |a Thévenaz, P., Blue, T., Unser, M., Interpolation revisited (2000) IEEE Trans. Med. Imaging, 19, pp. 739-758 | ||
| 504 | |a Unser, M., Spline: A perfect fit for signal and image processing (1999) IEEE Signal Process. Mag., 16, pp. 22-38 | ||
| 504 | |a Yordanova, J., Kolev, V., Rosso, O.A., Schürmann, M., Sakowitz, O.W., Özgören, M., Başar, E., Wavelet entropy analysis of event-related potentials indicates modality-independent theta dominance (2002) J. Neurosci. Method, 117, pp. 99-109 | ||
| 520 | 3 | |a The analysis of generalized tonic-clonic seizures is usually difficult with quantitative EEG techniques due to muscle artifact. We applied two quantifiers based on the Wavelet Transform to evaluate 20 seizures from eight consecutive patients admitted for video-EEG monitoring. We studied the relative wavelet energy and the wavelet entropy over time. In 16/20 events we found significant decremental activity in the relative wavelet energy associated with frequency band 0.8-3.2 Hz (delta activity) at the seizure onset, indicating that the seizure is dominated by medium frequency bands 3.2-12.8 Hz (theta and alpha bands). In 19/20 events the mean wavelet entropy presents lower values during the ictal period compared to the pre-ictal period, indicating that the associated dynamic is more ordered and simple. Thus the employed tools show good accuracy for detecting changes in the system dynamic. We conclude that this behavior could be induced by frequency tuning in the neuronal activity triggered by an hypothetic epileptic focus. © 2003 Elsevier Science B.V. All rights reserved. |l eng | |
| 536 | |a Detalles de la financiación: Fundación Alberto J. Roemmers | ||
| 536 | |a Detalles de la financiación: Consejo Nacional de Investigaciones Científicas y Técnicas | ||
| 536 | |a Detalles de la financiación: Consejo Nacional de Investigaciones Científicas y Técnicas, PEI 0004/97, PEI 0003/97, PIP 0029/98 | ||
| 536 | |a Detalles de la financiación: This work was partially supported by the Consejo Nacional de Investigaciones Cientı́ficas y Técnicas (CONICET, Argentina), PEI 0003/97, PEI 0004/97, PIP 0029/98 and Fundación Alberto J. Roemmers (Argentina). We are very grateful to Prof. Dr. E. Başar and the International Office of BMBF (ARG-4-G0A-6A), Germany, for their kind hospitality at Institute of Physiology, Medical University Lübeck, Germany, where part of this work was done. The continuous support and stimulation of Prof. Dr. G. D. Pacal and Dr. A. Figliola are gratefully acknowledged. The comments of two anonymous reviewers were responsible for a significant improvement in the manuscript, we are thankful to them. | ||
| 593 | |a Fac. de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, 1428 Ciudad de Buenos Aires, Argentina | ||
| 593 | |a Departament of Neurology, Inst. de Invest. Neurol. Raul Carrea, FLENI, Montañeses 2325, 1429 Ciudad de Buenos Aires, Argentina | ||
| 690 | 1 | 0 | |a EEG |
| 690 | 1 | 0 | |a EPILEPTIC SEIZURES |
| 690 | 1 | 0 | |a SIGNAL ENTROPY |
| 690 | 1 | 0 | |a WAVELET |
| 690 | 1 | 0 | |a ELECTROENCEPHALOGRAPHY |
| 690 | 1 | 0 | |a ENTROPY |
| 690 | 1 | 0 | |a NEUROLOGY |
| 690 | 1 | 0 | |a WAVELET TRANSFORMS |
| 690 | 1 | 0 | |a EPILEPTIC SEIZURES |
| 690 | 1 | 0 | |a SIGNAL PROCESSING |
| 700 | 1 | |a Blanco, S. | |
| 700 | 1 | |a Rabinowicz, A. | |
| 773 | 0 | |d 2003 |g v. 83 |h pp. 1275-1289 |k n. 6 |p Signal Process |x 01651684 |w (AR-BaUEN)CENRE-6840 |t Signal Processing | |
| 856 | 4 | 1 | |u https://www.scopus.com/inward/record.uri?eid=2-s2.0-0037410182&doi=10.1016%2fS0165-1684%2803%2900054-9&partnerID=40&md5=ebe5ad210ef02bda291e22f886c27167 |y Registro en Scopus |
| 856 | 4 | 0 | |u https://doi.org/10.1016/S0165-1684(03)00054-9 |y DOI |
| 856 | 4 | 0 | |u https://hdl.handle.net/20.500.12110/paper_01651684_v83_n6_p1275_Rosso |y Handle |
| 856 | 4 | 0 | |u https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_01651684_v83_n6_p1275_Rosso |y Registro en la Biblioteca Digital |
| 961 | |a paper_01651684_v83_n6_p1275_Rosso |b paper |c PE | ||
| 962 | |a info:eu-repo/semantics/article |a info:ar-repo/semantics/artículo |b info:eu-repo/semantics/publishedVersion | ||
| 999 | |c 65917 | ||