Monitoring, signal analysis, and control of epileptic seizures: A paradigm in brain research

2007 Mediterranean Conference on Control and Automation, MED

Volumn , Issue , 2007, Pages

  Echauz, J ^a   Georgoulas, G ^b   Smart, O ^b   Gardner, A ^a   Firpi, H ^c   Litt, B ^d   Vachtsevanos, G J ^b  

^a BioQuantix Corp   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^c INDIANA UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; INDUSTRIAL ENGINEERING; SIGNAL PROCESSING;

BRAIN RESEARCH; CONTROL AND AUTOMATION; EPILEPTIFORM ACTIVITY;

BRAIN;

EID: 50349090608     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MED.2007.4433785     Document Type: Conference Paper

References (32)

1. R. Fischell, D. Fischell, and A. Upton, "System for treatment of neurological disorders," U.S. patent 6,016,449, Oct. 27, 1997.
2. S. Ward and M. Rise, "Techniques for treating epilepsy by brain stimulation and drug infusion," U.S. patent 5,713,923, Mar. 13, 1996.
3. J. Zabara, "Neurocybernetic prosthesis," U.S. patent 4,702,254, Dec. 30, 1985.
4. G. Worrell et al., "Safety and evidence for efficacy of an implantable responsive neurostimulator (RNS®) for the treatment of medically intractable partial onset epilepsy in adults," Epilepsia, vol. 46, no. suppl. 8 (abstract), pp. 226, 2005.
5. P.A. Tass, Phase Resetting in Medicine and Biology: Stochastic Modelling and Data Analysis. Berlin: Springer-Verlag, 1999.
6. P.A. Tass, "Desynchronizing double-pulse phase resetting and application to deep brain stimulation," Biological Cybernetics, vol. 85, pp. 343-354, 2001.
7. P.A. Tass, "Effective desynchronization with bipolar double-pulse stimulation," Physics Review E, vol. 66, no. 036226, 2002.
8. P.A. Tass, "A model of desynchronizing deep brain stimulation with a demand-controlled coordinated reset of neural subpopulations," Biological Cybernetics, vol. 89, pp. 81-88, 2003.
9. P.A. Tass and M. Majtanik, "Long-term anti-kindling effects of desynchronizing brain stimulation: A theoretical study," Biological Cybernetics, vol. 94, no. 1, pp. 58-66, 2006.
10. J. Gotman, "Automatic seizure detection: Improvements and evaluation," Electroencephalography and Clinical Neurophysiology, vol. 76, no. 4, pp. 317-324, 1990.
11. I. Osorio, M. Frei, and S. Wilkinson, "Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset," Epilepsia, vol. 39, no. 6, pp. 615-627, 1998.
12. I. Osorio et al., "Performance reassessment of a real-time seizure-detection algorithm on long ECoG series," Epilepsia, vol. 43, no. 12, pp. 1522-1535, 2002.
13. J. Echauz et al., "Long-term validation of detection algorithms suitable for an implantable device," Epilepsia, vol. 42, no. suppl. 7, pp. 35-36 (abstract), Dec. 2001.
14. R. Esteller, J. Echauz, B. Litt, and G. Vachtsevanos, "Adaptive method and apparatus for forecasting and controlling neurological disturbances under a multi-level control", U.S. Patent No. 6,594,524,issued July 15, 2003.
15. B. Litt, G. Vachtsevanos, J. Echauz, and R. Esteller, "Method and apparatus for predicting the onselt of seizures based on features derived from brain activity signals," U.S. Patent No. 6,658,287, issued December 2, 2003.
16. J. Echauz, R. Esteller, B Litt, and G. Vachtsevanos, "Unified probabilistic framework for predicting and detecting seizure onsets in the brain and multitherapeutic Device", U. S. Patent No. 6,678,548, issued January 13, 2004.
17. B. Litt, R. Esteller, J. Echauz, M. D'Alessandro, R. Shor, T. Henry, P. Pennell, C. Epstein, R. Bakay, M. Dichter, and G. Vachtsevanos, "Epileptic seizures may begin hours in advance of clinical onset: A report of five patients," Neuron, vol. 30, pp. 51-64, April, 2001.
18. th International Conference on Digital Signal Processing, Santorini, Greece, July 1-3, 2002.
19. R. Eberhart and J. Kennedy, "A new optimizer using particle swarm theory," in Proc. Sixth Symposium on Micro Machine and Human Science, pp. 39-43. IEEE: Oct. 4-6, 1995.
20. B. Litt and J. Echauz, "Prediction of epileptic seizures," The Lancet Neurology, vol. 1, no. 1, pp. 22-30, May 2002.
21. R. Esteller, et al., "Accumulated energy is a state-dependent predictor of seizures in mesial temporal lobe epilepsy," Epilepsia, vol. 40, no. suppl. 7, pp. 173 (abstract), Dec. 1999.
22. R. Esteller, Detection of Seizure Onset in Epileptic Patients from Intracranial EEG Signals. Ph.D. dissertation, Georgia Institute of Technology, 2000.
23. R. Fisher et al., "Placebo-controlled pilot study of centromedian thalamic stimulation in treatment of intractable seizures," Epilepsia, vol. 33, pp. 841-851, 1992.
24. M. Velasco et al.,"Subacute electrical stimulation of the hippocampus blocks intractable temporal lobe seizures and paroxysmal EEG activities," Epilepsia, vol. 41, no. 2, pp. 158-169, 2000.
25. I. Osorio et al., "Introduction to contingent (closed-loop) brain electrical stimulation for seizure blockage, to ultra-short term clinical trials, and to multidimensional statistical analysis of therapeutic efficacy," Journal of Clinical Neurophysiology, vol. 18, no. 6, pp. 533-544, 2001.
26. S.A. Chkhenkeli, "Direct deep brain stimulation: A first step towards the feedback control of seizures," in J. Milton and P. Jung (eds.), Epilepsy as a Dynamic Disease. Berlin: Springer-Verlag, 2003.
27. E. Kossoff et al., "Effect of an external responsive neurostimulator on seizures and electrographic discharges during subdural electrode monitoring," Epilepsia, vol. 45, no. 12, pp. 1560-1567.
28. F. Wendling et al., "Epileptic fast activities can be explained by a model of impaired GABAergic dendritic inhibition," European Journal of Neuroscience, vol. 15, no. 9, pp. 1499-1508, May 2002.
29. P. Suffczynski, S. Kalitzin, and F. L. da Silva, "Dynamics of nonconvulsive epileptic phenomena modeled by a bistable neuronal network," Neuroscience, vol. 126, no. 2, pp. 467-484, 2004.
30. P. Suffczynski, S. Kalitzin, and F. L. da Silva, "A lumped model of thalamic oscillations," in Proc. Computational Neuroscience Meeting. Brugge, Belgium, 2000.
31. M.G. Rosenblum, A. S. Pikovsky, C. Schafer, J. Kurths and P. Tass, "Phase synchronization: From theory to data analysis." In: Gielen S, Moss F, editors. Handbook of Biological Physics, vol. 4. Elsevier Science, Neuro-informatics, pp. 279-321, 1999.
32. W. Banzhaf, P. Nordin, R.E. Keller, and F.D. Francone, Genetic Programming: An Introduction: On the Automatic Evolution of Computer Programs and Its Applications, Morgan Kaufmann, 1998.