Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients

Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics

Volumn 67, Issue 2, 2003, Pages 10-

  Mormann, Florian ^a   Andrzejak, Ralph G ^b   Kreuz, Thomas ^a,b   Rieke, Christoph ^a   David, Peter ^a   Elger, Christian E ^a   Lehnertz, Klaus ^a  

^a UNIVERSITY OF BONN   (Germany)

^b FORSCHUNGSZENTRUM JÜLICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33751080073     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.67.021912     Document Type: Article

References (54)

1. S. S. Viglione and G. O. Walsh, Electroencephalogr. Clin. Neurophysiol. 39, 435 (1975).
2. Z. Rogowski, I. Gath, and E. Bental, Biol. Cybern. 42, 9 (1981).
3. R. B. Duckrow and S. S. Spencer, Electroencephalogr. Clin. Neurophysiol. 82, 415 (1992).
4. J. Gotman, J. Ives, P. Gloor, A. Olivier, and L. Quesney, Epilepsia 23, 432 (1982).
5. H. H. Lange, J. P. Lieb, J. Engel, Jr., and P. H. Crandall, Electroencephalogr. Clin. Neurophysiol. 56, 543 (1983).
6. H. G. Wieser, Epilepsia 30, 669 (1989).
7. A. Katz, D. A. Marks, G. McCarthy, and S. S. Spencer, Electroencephalogr. Clin. Neurophysiol. 79, 153 (1991).
8. L. D. Iasemidis, J. C. Sackellares, H. P. Zaveri, and W. J. Williams, Brain Topogr. 2, 187 (1990).
9. L. D. Iasemidis, L. D. Olson, R. S. Savit, and J. C. Sackellares, Epilepsy Res. 17, 81 (1994).
10. K. Lehnertz and C. E. Elger, Electroencephalogr. Clin. Neurophysiol. 95, 108 (1995).
11. K. Lehnertz and C. E. Elger, Phys. Rev. Lett. 80, 5019 (1998).
12. C. Elger and K. Lehnertz, Eur. J. Neurosci. 10, 786 (1998).
13. J. Martinerie, C. Adam, M. Le Van Quyen, M. Baulac, S. Clemenceau, B. Renault, and F. J. Varela, Nat. Med. 4, 1173 (1998).
14. M. Le Van Quyen, J. Martinerie, M. Baulac, and F. Varela, NeuroReport 10, 2149 (1999).
15. M. Le Van Quyen, C. Adam, J. Martinerie, M. Baulac, S. Clémenceau, and F. Varela, Eur. J. Neurosci. 12, 2124 (2000).
16. M. Le Van Quyen, J. Martinerie, V. Navarro, P. Boon, M. D’Havé, C. Adam, B. Renault, M. Baulac, and F. Varela, Lancet 357, 183 (2001).
17. V. Navarro, J. Martinerie, M. Le Van Quyen, S. Clemenceau, C. Adam, M. Baulac, and F. Varela, Brain 125, 640 (2002).
18. B. Litt, Neuron 30, 183 (2001).
19. L. D. Iasemidis, P. Pardalos, J. C. Sackellares, and D. S. Shiau, J. Combinatorial Optimization 5, 9 (2001).
20. J. Arnhold, P. Grassberger, K. Lehnertz, and C. E. Elger, Physica D 134, 419 (1999).
21. K. Schindler, R. Wiest, M. Kollar, and F. Donati, Clin. Neurophysiol. 113, 604 (2002).
22. F. Mormann, K. Lehnertz, P. David, and C. E. Elger, Physica D 144, 358 (2000).
23. M. Le Van Quyen, J. Martinerie, V. Navarro, M. Baulac, and F. J. Varela, J. Clin. Neurophysiol. 95, 108 (2001).
24. C. Huygens, Horologium Oscillatorum (Apud F. Muguet, Paris, 1673).
25. A. Pikovsky, M. Rosenblum, and J. Kurths, Synchronization: A Universal Concept in Nonlinear Sciences (Cambridge University Press, Cambridge, U.K., 2001).
26. M. G. Rosenblum, A. S. Pikovsky, and J. Kurths, Phys. Rev. Lett. 76, 1804 (1996).
27. C. Schaefer, M. G. Rosenblum, J. Kurths, and H. H. Abel, Nature (London) 392, 239 (1998).
28. M. G. Rosenblum, J. Kurths, A. S. Pikovsky, C. Schaefer, P. Tass, and H. H. Abel, IEEE Eng. Med. Biol. Mag. 17, 46 (1998).
29. C. Schaefer, M. G. Rosenblum, H. H. Abel, and J. Kurths, Phys. Rev. E 60, 857 (1999).
30. R. Mrowka, A. Patzak, and M. Rosenblum, Int. J. Bifurcation Chaos Appl. Sci. Eng. 10, 2479 (2000).
31. P. Tass, M. G. Rosenblum, J. Weule, J. Kurths, A. Pikovsky, J. Volkmann, A. Schnitzler, and H. J. Freund, Phys. Rev. Lett. 81, 3291 (1998).
32. R. Quian Quiroga, A. Kraskov, T. Kreuz, and P. Grassberger, Phys. Rev. E 65, 041903 (2002).
33. K. V. Mardia, Probability and Mathematical Statistics: Statistics of Directional Data (Academic Press, London, 1972).
34. M. Rosenblum, A. S. Pikovsky, J. Kurths, C. Schaefer, and P. A. Tass, in Handbook of Biological Physics, edited by F. Moss and S. Gielen (Elsevier Science, Amsterdam, 2001), pp. 297–321.
35. D. Gabor, Proc. IEEE 93, 429 (1946).
36. P. Panter, Modulation, Noise, and Spectral Analysis (McGraw-Hill, New York, 1965).
37. J. P. Lachaux, E. Rodriguez, J. Martinerie, and F. J. Varela, Hum. Brain Mapp. 8, 194 (1999).
38. M. G. Rosenblum, A. S. Pikovsky, and J. Kurths, Phys. Rev. Lett. 78, 4193 (1997).
39. J. S. Barlow, J. Clin. Neurophysiol. 2, 267 (1985).
40. F. H. Lopes da Silva, in Electroencephalography, Basic Principles, Clinical Applications and Related Fields, edited by E. Niedermayer and F. H. Lopes da Silva (Urban and Schwarzenberg, Baltimore, MD, 1987), pp. 871–897.
41. S. Blanco, H. Garcia, R. Quian Quiroga, L. Romanelli, and O. A. Rosso, IEEE Eng. Med. Biol. Mag. 4, 395 (1995).
42. W. H. Press, B. Flannery, S. Teukolsky, and W. Vetterling, Numerical Recipes in Pascal: The Art of Scientific Computing (Cambridge University Press, Cambridge, U.K., 1989).
43. V. N. Vapnik, Estimation of Dependence Based on Empirical Data (Springer, New York, 1982).
44. V. S. Cherkassky and F. M. Mulier, Learning from Data: Concepts, Theory, and Methods (John Wiley and Sons, New York, 1998).
45. R. G. Andrzejak, F. Mormann, T. Kreuz, C. Rieke, C. E. Elger, and K. Lehnertz, Phys Rev. E 67, 010901 (2003).
46. J. C. Sackellares, L. D. Iasemidis, P. M. Pardalos, and D.-S. Shiau, in Biocomputing, edited by P. M. Pardalos and J. Principe (Kluwer Academic Publishers, Dordrecht, 2002).
47. T. Schreiber and A. Schmitz, Physica D 142, 346 (2000).
48. H. G. Eder, D. B. Jones, and R. S. Fisher, Epilepsia 38, 516 (1997).
49. A. G. Stein, H. G. Eder, D. E. Blum, A. Drachev, and R. S. Fisher, Epilepsy Res. 39, 103 (2000).
50. S. J. Schiff, K. Jerger, D. H. Duong, T. Chang, M. L. Spano, and W. L. Ditto, Nature (London) 370, 615 (1994).
51. M. Velasco, F. Velasco, A. L. Velasco, B. Boleaga, F. Jimenez, F. Brito, and I. Marquez, Epilepsia 41, 158 (2000).
52. B. J. Gluckman, H. Nguyen, S. L. Weinstein, and S. J. Schiff, J. Neurosci. 21, 590 (2001).
53. M. W. Hill, M. Wong, A. Amarakone, and S. M. Rothman, Epilepsia 41, 1241 (2000).
54. F. Mormann, T. Kreuz, R. G. Andrzejak, P. David, K. Lehnertz, and C. E. Elger, Epilepsy Res. (to be published).