Searching for hidden information with Gabor Transform in generalized tonic-clonic seizures

The analysis of generalized tonic clonic seizures is usually difficult with scalp EEG due to muscle artifact. We applied Gabor Transform to evaluate 20 seizures from 8 consecutive patients admitted for video-EEG monitoring. We studied the relative intensity ratios of alpha, theta and delta bands ove...

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Autor principal: Quian Quiroga, R.
Otros Autores: Blanco, S., Rosso, O.A, Garcia, H., Rabinowicz, A.
Formato: Capítulo de libro
Lenguaje:Inglés
Publicado: 1997
Acceso en línea:Registro en Scopus
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100 1 |a Quian Quiroga, R. 
245 1 0 |a Searching for hidden information with Gabor Transform in generalized tonic-clonic seizures 
260 |c 1997 
270 1 0 |m Quiroga, R.Q.; Institute of Physiology, Medical University of Lubeck, Ratzeburger Allee 160, 23538 Lubeck, Germany; email: rodri@physio.mu-luebeck.de 
506 |2 openaire  |e Política editorial 
504 |a Babloyantz, A., Evidence of chaotic dynamics of brain activity during the sleep cycle (1986) Dimensions and Entropies in Chaotic Systems, pp. 241-245. , G. Meyer-Kress (Ed.). Springer, Berlin 
504 |a Basar, E., Bullock, T., (1989) Chaos in Brain Function, , Springer Verlag, Berlin 
504 |a Blanco, S., García, H., Quian Quiroga, R., Romanelli, L., Rosso, O.A., Stationarity of the EEG series (1995) IEEE Eng. Med. Biol., 14, pp. 395-399 
504 |a Blanco, S., Quian Quiroga, R., Rosso, O.A., Kochen, S., Time-frequency analysis of electroencephalogram series (1995) Phys. Rev. E, 51 (3), pp. 2624-2631 
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 dynamic methods (1996) Wavelet Theory and Harmonic Analysis in Applied Sciences, , E.M. Fernandez Verdaguer and C.A. D'Attellis (Eds.). Birkhauser, Boston, in press 
504 |a Blanco, S., D'Atellis, C.A., Isaacson, S., Rosso, O.A., Sirne, R.O., Time-frequency analysis of electroencephalogram series (II): Gabor and wavelet transform (1996) Phys. Rev. E, 54 (6), pp. 6661-6672 
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., 16, pp. 64-71 
504 |a Darcey, T.M., Williamson, P.D., Spatio-temporal EEG measures and their application to human intracranially recorded epileptic seizures (1985) Electroenceph. Clin. Neurophysiol., 61 (6), pp. 573-587 
504 |a Dumermuth, G., Molinari, L., Spectral analysis of EEG background activity (1987) Handbook of Electroencephalography and Clinical Neurophysiology, Vol. I: Methods of Analysis of Brain Electrical and Magnetic Signals, 1, pp. 85-130. , A. Gevins and A. Rémond (Eds.). Elsevier, Amsterdam 
504 |a Emerson, R.G., Turner, C.A., Pedley, T.A., Waczak, T.S., Forgione, M., Propagation patterns of temporal spikes (1995) Electroenceph. Clin Neurophysiol., 94 (5), pp. 338-348 
504 |a Gabor, D., Theory of communication (1946) J. Inst. Elec. Eng., 93, pp. 429-459 
504 |a Gastaut, H., Broughton, R., (1972) Epileptic Seizures, , Thomas, Springfield, IL 
504 |a Gevins, A.S., Overview of computer analysis (1987) Handbook of Electroencephalography and Clinical Neurophysiology, Vol. I: Methods of Analysis of Brain Electrical and Magnetic Signals, 1, pp. 31-83. , A. Gevins and A. Rémond (Eds.). Elsevier, Amsterdam 
504 |a Gotman, J., Computer analysis of the EEG in epilepsy (1986) Handbook of Electroencephalography and Clinical Neurophysiology, Vol. II: Clinical Applications of Computer Analysis of EEG and Other Neurophysiological Signals, 2, pp. 685-732. , F.H. Lopes da Silva, W. Storm van Leeuwen and A. Rémond (Eds.). Elsevier, Amsterdam 
504 |a Gotman, J., The use of computers in analysis and display of EEG and evoked potentials (1990) Current Practice of Clinical Electroencephalography, 2nd Edn., pp. 51-83. , D.D. Daly and T.A. Pedley (Eds.). Raven Press, New York 
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 (6), pp. 626-639 
504 |a Gotman, J., Levtova, V., Farine, B., Graphic representation of the EEG during epileptic seizures (1993) Electroenceph. Clin. Neurophysiol., 87 (4), pp. 206-214 
504 |a Lopes Da Siva, F.H., EEG analysis: Theory and practice (1987) Electroencephalography, Basic Principles, Clinical Applications, and Related Field, pp. 871-897. , E. Niedermeyer and F.H. Lopes da Silva (Eds.). Urban and Schwarzenberg, Baltimore 
504 |a Niedermeyer, E., Epileptic seizure disorders (1987) Electroencephalography, Basic Principles, Clinical Applications, and Related Field, p. 467. , E. Niedermeyer and F.H. Lopes da Silva (Eds.). Urban and Schwarzenberg, Baltimore 
504 |a Pijn, J.P.N., (1990) Quantitative Evaluation of EEG Signals in Epilepsy. Nonlinear Associations, Time Delays and Nonlinear Dynamics, , PhD Thesis, Universiteit van Amsterdam 
504 |a Pijn, J.P.N., Van Neerven, J., Noest, A., Lopes Da Silva, F., Chaos or noise in EEG signals; dependence on state and brain site (1991) Electroenceph. Clin. Neurophysiol., 79, p. 371 
504 |a Schiff, S.J., Aldrouby, A., Unser, M., Sato, S., Fast wavelet transformation of EEG (1994) Electroenceph. Clin. Neurophysiol., 91 (6), pp. 442-455 
520 3 |a The analysis of generalized tonic clonic seizures is usually difficult with scalp EEG due to muscle artifact. We applied Gabor Transform to evaluate 20 seizures from 8 consecutive patients admitted for video-EEG monitoring. We studied the relative intensity ratios of alpha, theta and delta bands over time. In 14/20 events we found a significant decremental activity in the delta band at the onset of the seizure indicating that this is dominated by theta and alpha hands. We conclude that GT is a useful auxiliary tool in the analysis of ictal activity that sheds light on the underlying pathophysiological mechanisms.  |l eng 
536 |a Detalles de la financiación: Fundación Alberto J. Roemmers 
536 |a Detalles de la financiación: This work was partially supported by grants from Ciba-Geigy, Fundacion Alberto Roemmers (Argentina) and International Office of BMBF, Germany. We are very grateful to Dr. Erol Basar, Dr. Yuliana Jordanova, Dr. Vasil Kolev and Dr. Martin Schiarmann for useful comments and suggestions. 
593 |a Institute of Physiology, Medical University of Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany 
593 |a Instituto de Cálculo, Fac. de Ciencias Exactas y Naturales, Universidad de Buenos Aires, (1428) Buenos Aires, Argentina 
593 |a Dept. Neurophysiol. Epilepsy Prog., Inst. Invest. Neurologicas Raul C., Montañeses 2325, (1428) Buenos Aires, Argentina 
690 1 0 |a FOURIER 
690 1 0 |a GABOR 
690 1 0 |a TONIC-CLONIC SEIZURES 
690 1 0 |a ADULT 
690 1 0 |a ARTICLE 
690 1 0 |a CHILD 
690 1 0 |a CLINICAL ARTICLE 
690 1 0 |a DATA ANALYSIS 
690 1 0 |a ELECTROENCEPHALOGRAM 
690 1 0 |a FEMALE 
690 1 0 |a GRAND MAL SEIZURE 
690 1 0 |a HUMAN 
690 1 0 |a INFORMATION PROCESSING 
690 1 0 |a MALE 
690 1 0 |a PATHOPHYSIOLOGY 
690 1 0 |a PRIORITY JOURNAL 
690 1 0 |a TONIC CLONIC SEIZURE 
690 1 0 |a ADULT 
690 1 0 |a ALPHA RHYTHM 
690 1 0 |a CHILD 
690 1 0 |a DELTA RHYTHM 
690 1 0 |a ELECTROENCEPHALOGRAPHY 
690 1 0 |a EPILEPSY, TONIC-CLONIC 
690 1 0 |a FEMALE 
690 1 0 |a FOURIER ANALYSIS 
690 1 0 |a HUMANS 
690 1 0 |a MALE 
690 1 0 |a MIDDLE AGED 
690 1 0 |a THETA RHYTHM 
690 1 0 |a TIME FACTORS 
700 1 |a Blanco, S. 
700 1 |a Rosso, O.A. 
700 1 |a Garcia, H. 
700 1 |a Rabinowicz, A. 
773 0 |d 1997  |g v. 103  |h pp. 434-439  |k n. 4  |p ELECTROENCEPHALOGR. CLIN. NEUROPHYSIOL.  |x 00134694  |t Electroencephalography and Clinical Neurophysiology 
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