Quantification of spontaneous and evoked HFO's in SEEG recording and prospective for pre-surgical diagnostics. Case study

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 1024-1027

  Kalitzin, Stiliyan ^a   Zijlmans, Maeike ^a   Petkov, George ^a   Velis, Demetrios ^a   Claus, Steven ^a   Visser, Gergard ^a   Koppert, Marcus ^a   Lopes Da Silva, Fernando ^b  

^a STICHTING EPILEPSIE INSTELLINGEN NEDERLAND SEIN   (Netherlands)

^b UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION FUNCTIONS; AUTOMATED DETECTION; AUTOMATED METHODS; BIPHASIC PULSE; CLUSTERING INDEX; ELECTRICAL STIMULATIONS; EPILEPTIC SEIZURES; FOCUS OF ATTENTION; HIGH FREQUENCY OSCILLATIONS; MORPHOLOGICAL FILTERING; PREDICTIVE POWER; RELATIVE PHASE; SEIZURE ONSET; SPATIAL LOCATION; VISUAL INSPECTION;

SURGERY;

CLUSTERING ALGORITHMS;

ARTICLE; COMPARATIVE STUDY; ELECTROENCEPHALOGRAPHY; EQUIPMENT; FEMALE; HUMAN; MALE; METHODOLOGY; PREOPERATIVE CARE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; PREOPERATIVE CARE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

MLCS; MLOWN;

EID: 84881059977     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346108     Document Type: Conference Paper

References (24)

1. F. H. Lopes da Silva, W. Blanes, S. N. Kalitzin, J. Parra, P. Suffczynski, and D. N. Velis, "Dynamical diseases of brain systems: different routes to epileptic seizures," IEEE Trans Biomed Eng, vol. 50, pp. 540-8, May 2003.
2. F. H. Lopes da Silva, W. Blanes, S. N. Kalitzin, J. Parra, P. Suffczynski, and D. N. Velis, "Dynamical diseases of brain systems: different routes to epileptic seizures," IEEE transactions on bio-medical engineering, vol. 50, pp. 540-548, 2003.
3. S. Kalitzin, D. Velis, P. Suffczynski, J. Parra, and F. L. da Silva, "Electrical brain-stimulation paradigm for estimating the seizure onset site and the time to ictal transition in temporal lobe epilepsy," Clin Neurophysiol, vol. 116, pp. 718-28, Mar 2005.
4. M. A. van 't Klooster, M. Zijlmans, F. S. Leijten, C. H. Ferrier, M. J. van Putten, and G. J. Huiskamp, "Time-frequency analysis of single pulse electrical stimulation to assist delineation of epileptogenic cortex," Brain, vol. 134, pp. 2855-66, Oct 2011.
5. S. Kalitzin, J. Parra, D. N. Velis, and F. H. Lopes da Silva, "Enhancement of phase clustering in the EEG/MEG gamma frequency band anticipates transitions to paroxysmal epileptiform activity in epileptic patients with known visual sensitivity," IEEE Trans Biomed Eng, vol. 49, pp. 1279-86, Nov 2002.
6. L. Andrade-Valenca, F. Mari, J. Jacobs, M. Zijlmans, A. Olivier, J. Gotman, and F. Dubeau, "Interictal high frequency oscillations (HFOs) in patients with focal epilepsy and normal MRI," Clin Neurophysiol, vol. 123, pp. 100-5, Jan 2011.
7. L. P. Andrade-Valenca, F. Dubeau, F. Mari, R. Zelmann, and J. Gotman, "Interictal scalp fast oscillations as a marker of the seizure onset zone," Neurology, vol. 77, pp. 524-31, Aug 9 2011.
8. P. N. Modur, S. Zhang, and T. W. Vitaz, "Ictal high-frequency oscillations in neocortical epilepsy: implications for seizure localization and surgical resection," Epilepsia, vol. 52, pp. 1792-801, Oct 2011.
9. N. Usui, K. Terada, K. Baba, K. Matsuda, F. Nakamura, K. Usui, M. Yamaguchi, T. Tottori, S. Umeoka, S. Fujitani, A. Kondo, T. Mihara, and Y. Inoue, "Clinical significance of ictal high frequency oscillations in medial temporal lobe epilepsy," Clin Neurophysiol, vol. 122, pp. 1693-700, Sep 2011.
10. M. Zijlmans, P. Jiruska, R. Zelmann, F. Leijten, J. G. R. Jefferys, and J. Gotman, "High frequency oscillations as a new biomarker in epilepsy," Annals of Neurology, pp. n/a-n/a, 2011.
11. J. Jacobs, P. LeVan, R. Chander, J. Hall, F. Dubeau, and J. Gotman, "Interictal high-frequency oscillations (80-500 Hz) are an indicator of seizure onset areas independent of spikes in the human epileptic brain," Epilepsia, vol. 49, pp. 1893-907, Nov 2008.
12. S. Demont-Guignard, P. Benquet, U. Gerber, A. Biraben, B. Martin, and F. Wendling, "Distinct hyperexcitability mechanisms underlie fast ripples and epileptic spikes," Annals of Neurology, pp. n/a-n/a, 2011.
13. A. Bragin, J. Engel, Jr., C. L. Wilson, I. Fried, and G. W. Mathern, "Hippocampal and entorhinal cortex high-frequency oscillations (100 - 500 Hz) in human epileptic brain and in kainic acid - treated rats with chronic seizures," Epilepsia, vol. 40, pp. 127-37, Feb 1999.
14. A. Bragin, C. L. Wilson, J. Almajano, I. Mody, and J. Engel, Jr., "High-frequency oscillations after status epilepticus: epileptogenesis and seizure genesis," Epilepsia, vol. 45, pp. 1017-23, Sep 2004.
15. A. Bragin, C. L. Wilson, and J. Engel, "Spatial stability over time of brain areas generating fast ripples in the epileptic rat," Epilepsia, vol. 44, pp. 1233-7, Sep 2003.
16. N. Jmail, M. Gavaret, F. Wendling, A. Kachouri, G. Hamadi, J. M. Badier, and C. G. Benar, "A comparison of methods for separation of transient and oscillatory signals in EEG," J Neurosci Methods, vol. 199, pp. 273-89, Aug 15 2011.
17. R. Zelmann, F. Mari, J. Jacobs, M. Zijlmans, F. Dubeau, and J. Gotman, "A comparison between detectors of high frequency oscillations," Clin Neurophysiol, vol. 123, pp. 106-16, Jan 2012.
18. N. von Ellenrieder, L. P. Andrade-Valenca, F. Dubeau, and J. Gotman, "Automatic detection of fast oscillations (40-200Hz) in scalp EEG recordings," Clin Neurophysiol, Sep 20 2011.
19. N. Huang, Z. Shen, S. Long, M. Wu, H. Shin, Q. Zheng, N.-C. Yen, C. Tung, and H. Liu, "The empirical mode decomposition and Hilbert spectrum for nonlinear and non-stationary time series analysis.," Proceedings - Royal Society. Mathematical, physical and engineering sciences;, vol. 454, pp. 903-995., 1998.
20. A. Pigorini, A. G. Casali, S. Casarotto, F. Ferrarelli, G. Baselli, M. Mariotti, M. Massimini, and M. Rosanova, "Time-frequency spectral analysis of TMS-evoked EEG oscillations by means of Hilbert-Huang transform," J Neurosci Methods, vol. 198, pp. 236-45, Jun 15 2011.
21. R. J. Oweis and E. W. Abdulhay, "Seizure classification in EEG signals utilizing Hilbert-Huang transform," Biomed Eng Online, vol. 10, p. 38, 2011.
22. H. Li, S. Kwong, L. Yang, D. Huang, and D. Xiao, "Hilbert-Huang transform for analysis of heart rate variability in cardiac health," IEEE/ACM Trans Comput Biol Bioinform, vol. 8, pp. 1557-67, Nov-Dec 2011.
23. S. Kalitzin, M. Koppert, G. Petkov, D. Velis, and F. L. da Silva, "Computational model prospective on the observation of proictal states in epileptic neuronal systems," Epilepsy Behav, vol. 22 Suppl 1, pp. S102-9, Dec 2011.
24. S. N. Kalitzin, J. Parra, D. N. Velis, and F. H. Lopes da Silva, "Quantification of unidirectional nonlinear associations between multidimensional signals," IEEE Trans Biomed Eng, vol. 54, pp. 454-61, Mar 2007.