Using bivariate signal analysis to characterize the epileptic focus: The benefit of surrogates

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 83, Issue 4, 2011, Pages

  Andrzejak, R G ^a   Chicharro, D ^a   Lehnertz, K ^b   Mormann, F ^b  

^a UNIVERSITAT POMPEU FABRA   (Spain)

^b UNIVERSITY OF BONN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BIVARIATE SIGNALS; BIVARIATE TIME SERIES; BRAIN AREAS; BRAIN HEMISPHERES; CROSS CORRELATIONS; ELEVATED LEVEL; EPILEPTIC FOCI; EPILEPTIC SEIZURES; HIGHER ORDER; MULTI-CHANNEL RECORDING; NEURONAL DYNAMICS; NONLINEAR INTERDEPENDENCES; RECORDED SIGNALS; SENSITIVITY AND SPECIFICITY; SIGNAL PROPERTIES; TEMPORAL LOBES;

BRAIN; NONLINEAR ANALYSIS; TIME SERIES; TIME SERIES ANALYSIS;

SIGNAL DETECTION;

EID: 79961075419     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.83.046203     Document Type: Article

References (40)

1. V. L. Towle, I. Syed, C. Berger, R. Grzesczcuk, J. Milton, R. K. Erickson, P. Cogen, E. Berkson, and J. P. Spire, Electroencephalogr. Clin. Neurophysiol. 0013-4694 10.1016/S0013-4694(97)00082-5 106, 30 (1998). (Pubitemid 28079011)
2. H. R. Zaveri, S. M. Pincus, I. I. Goncharova, R. B. Duckrow, D. D. Spencer, and S. S. Spencer, NeuroReport NERPEZ 0959-4965 10.1097/WNR. 0b013e32832c78e0 20, 891 (2009).
3. H. Osterhage, F. Mormann, M. Staniek, and K. Lehnertz, Int. J. Bifurcation Chaos Appl. Sci. Eng. IJBEE4 0218-1274 10.1142/S0218127407019330 17, 3539 (2007).
4. C. Rummel, M. Müller, G. Baier, F. Amor, K. Schindler, J. Neuro. Methods. 0165-0270 10.1016/j.jneumeth.2010.05.022 191, 94 (2010).
5. G. Bettus, F. Wendling, M. Guye, L. Valton, J. Regis, P. Chauvel, and F. Bartolomei, Epilepsy Res. IJBEE4 0920-1211 10.1016/j.eplepsyres.2008.04.020 81, 58 (2008).
6. J. Arnhold, K. Lehnertz, P. Grassberger, and C. E. Elger, Phys. D (Amsterdam) PDNPDT 0167-2789 10.1016/S0167-2789(99)00140-2 134, 419 (1999).
7. F. Mormann, K. Lehnertz, P. David, and C. E. Elger, Phys. D (Amsterdam) PDNPDT 0167-2789 10.1016/S0167-2789(00)00087-7 144, 358 (2000).
8. C. A. Schevon, J. Cappel, R. Emerson, J. Isler, P. Grieve, R. Goodman, G. Mckhann Jr., H. Weiner, W. Doyle, R. Kuzniecky, O. Devinsky, and F. Gilliam, Neuroimage NEIMEF 1053-8119 10.1016/j.neuroimage.2006.11.009 35, 140 (2007). (Pubitemid 46240925)
9. E. Ben-Jacob, S. Boccaletti, A. Pomyalov, I. Procaccia, and V. L. Towle, Chaos CHAOEH 1054-1500 10.1063/1.2805658 17, 043113 (2007).
10. M. Palu, V. Komárek, Z. Hrnčíř, and K. těrbová, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.63.046211 63, 046211 (2001).
11. M. Staniek and K. Lehnertz, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.100.158101 100, 158101 (2008). (Pubitemid 351549488)
12. S. Sabesan, L. B. Good, K. S. Tsakalis, A. Spanias, D. M. Treiman, and L. D. Iasemidis, IEEE Trans. Neural. Syst. Rehab. Eng. PRLTAO 1534-4320 10.1109/TNSRE.2009.2023291 17, 244 (2009).
13. J. Prusseit and K. Lehnertz, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.77.041914 77, 041914 (2008). (Pubitemid 351568520)
14. J. Theiler, S. Eubank, A. Longtin, B. Galdrikian, and J. D. Farmer, Phys. D (Amsterdam) PDNPDT 0167-2789 10.1016/0167-2789(92)90102-S 58, 77 (1992).
15. D. T. Kaplan and R. J. Cohen, Circ. Res. 67, 886 (1990).
16. J. P. Pijn, J. van Neerven, A. Noest, and F. Lopes da Silva, Clin. Neurophysiol. PDNPDT 0013-4694 10.1016/0013-4694(91)90202-F 79, 371 (1991).
17. T. Schreiber and A. Schmitz, Phys. D (Amsterdam) PDNPDT 0167-2789 10.1016/S0167-2789(00)00043-9 142, 346 (2000).
18. R. G. Andrzejak, A. Kraskov, H. Stögbauer, F. Mormann, and T. Kreuz, Phys. Rev. E. PDNPDT 1539-3755 10.1103/PhysRevE.68.066202 68, 066202 (2003).
19. R. G. Andrzejak, F. Mormann, G. Widman, T. Kreuz, C. E. Elger, and K. Lehnertz, Epilepsy Res. PDNPDT 0920-1211 10.1016/j.eplepsyres.2005.12.004 69, 30 (2006).
20. R. G. Andrzejak, G. Widman, K. Lehnertz, P. David, and C. E. Elger, Epilepsy Res. PDNPDT 0920-1211 10.1016/S0920-1211(01)00195-4 44, 129 (2001). (Pubitemid 32452223)
21. M. C. Casdagli, L. D. Iasemides, R. S. Savit, R. L. Gilmore, S. N. Roper, and J. C. Sackellares, Electroencephalogr. Clin. Neurophysiol. PDNPDT 0013-4694 10.1016/S0921-884X(96)95195-4 102, 98 (1997). (Pubitemid 27107108)
22. A. Cenys, G. Lasiene, and K. Pyragas, Phys. D (Amsterdam) PDNPDT 0167-2789 10.1016/0167-2789(91)90130-2 52, 332 (1991).
23. S. J. Schiff, P. So, T. Chang, R. E. Burke, and T. Sauer, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.54.6708 54, 6708 (1996).
24. R. Quian Quiroga, A. Kraskov, T. Kreuz, and P. Grassberger, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.65.041903 65, 041903 (2002). (Pubitemid 40618858)
25. R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.61.5142 61, 5142 (2000).
26. H. Kantz and T. Schreiber, Nonlinear Time Series Analysis, 2nd ed. (Cambridge University, Cambridge, UK, 2003).
27. M. C. Romano, M. Thiel, J. Kurths, and C. Grebogi, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.76.036211 76, 036211 (2007). (Pubitemid 47477043)
28. D. Chicharro and R. G. Andrzejak, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.80.026217 80, 026217 (2009).
29. F. Takens, Detecting Strange Attractors in Turbulence. Lecture Notes in Mathematics 898, 366, edited by, D. A. Rand, and, L.-S. Young, (Springer, Berlin, 1981).
30. J. Theiler, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.34.2427 34, 2427 (1986).
31. D. A. Smirnov and R. G. Andrzejak, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.71.036207 71, 036207 (2005). (Pubitemid 40629724)
32. F. Mormann, T. Kreuz, C. Rieke, R. G. Andrzejak, A. Kraskov, P. David, C. E. Elger, and K. Lehnertz, Clin. Neurophysiol. PLRAAN 1388-2457 10.1016/j.clinph.2004.08.025 116, 569 (2005). (Pubitemid 40249825)
33. F. Mormann, H. Osterhage, R. G. Andrzejak, B. Weber, G. Fernandez, J. Fell, C. E. Elger, and K. Lehnertz, Front. Hum. Neurosci. PLRAAN 1662-5161 10.3389/neuro.09.003.2008 2, 3 (2008).
34. K. Lehnertz and C. E. Elger, Electroencephalogr. Clin. Neurophysiol. PLRAAN 0013-4694 10.1016/S0013-4694(97)00027-1 103, 376 (1997). (Pubitemid 27382147)
35. T. Schreiber and A. Schmitz, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.77.635 77, 635 (1996).
36. L. Faes, A. Porta, and G. Nollo, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.78.026201 78, 026201 (2008).
37. M. Thiel, M. C. Romano, J. Kurths, M. Rolfs, and R. Kliegl, Europhys. Lett. EULEEJ 0295-5075 10.1209/epl/i2006-10147-0 75, 535 (2006). (Pubitemid 44328268)
38. A. K. Seth, J. Neurosci. Methods JNMEDT 0165-0270 10.1016/j.jneumeth. 2009.11.020 186, 262 (2010).
39. K. Lehnertz, S. Bialonski, M. Horstmann, D. Krug, A. Rothkegel, M. Staniek, and T. Wagner, J. Neurosci. Methods JNMEDT 0165-0270 10.1016/j.jneumeth.2009.05.015 183, 42 (2009).
40. D. Prichard and J. Theiler, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.73.951 73, 951 (1994).