22 Predicting Epileptic Seizures—An Update
353
4. F.A. Al-Otaibi, C. Hamani, A.M. Lozano, Neuromodulation in epilepsy. Neurosurgery 69,
957–979 (2011)
5. R.G. Andrzejak, D. Chicharro, C.E. Elger, F. Mormann, Seizure prediction: any better than
chance? Clin. Neurophysiol. 120, 1465–1478 (2009). https://doi.org/10.1016/j.clinph.2009.
05.019
6. R.G. Andrzejak, A. Kraskov, H. Stögbauer, F. Mormann, T. Kreuz, Bivariate surrogate techniques: necessity, strengths, and caveats. Phys. Rev. E 68, 066202 (2003)
7. R.G. Andrzejak, F. Mormann, T. Kreuz, C. Rieke, A. Kraskov, C.E. Elger, K. Lehnertz, Testing
the null hypothesis of the nonexistence of a preseizure state. Phys. Rev. E 67, 010901(R) (2003)
8. R.G. Andrzejak, G. Widman, K. Lehnertz, P. David, C.E. Elger, The epileptic process as nonlinear deterministic dynamics in a stochastic environment: an evaluation on mesial temporal
lobe epilepsy. Epilepsy Res. 44, 129–140 (2001)
9. G. Ansmann, K. Lehnertz, U. Feudel, Self-induced switchings between multiple space-time
patterns on complex networks of excitable units. Phys. Rev. X 6, 011030 (2016). https://doi.
org/10.1103/PhysRevX.6.011030
10. A. Arenas, A. Díaz-Guilera, J. Kurths, Y. Moreno, C. Zhou, Synchronization in complex
networks. Phys. Rep. 469, 93–153 (2008). https://doi.org/10.1016/j.physrep.2008.09.002
11. J. Arnhold, P. Grassberger, K. Lehnertz, C.E. Elger, A robust method for detecting interdependences: application to intracranially recorded EEG. Phys. D 134, 419–430 (1999)
12. P. Ashwin, S. Wieczorek, R. Vitolo, P. Cox, Tipping points in open systems: bifurcation,
noise-induced and rate-dependent examples in the climate system. Phil. Trans. Roy. Soc. A
370, 1166–1184 (2012)
13. L.A. Baccalá, K. Sameshima, Partial directed coherence: a new concept in neural structure
determination. Biol. Cybern. 84, 463–474 (2001)
14. M. Bandarabadi, C.A. Teixeira, J. Rasekhi, A. Dourado, Epileptic seizure prediction using
relative spectral power features. Clin. Neurophysiol. 126, 237–248 (2015)
15. F. Bartolomei, S. Lagarde, F. Wendling, A. McGonigal, V. Jirsa, M. Guye, C. Bénar, Defining
epileptogenic networks: contribution of SEEG and signal analysis. Epilepsia 58, 1131–1147
(2017)
16. F. Bartolomei, F. Wendling, J. Regis, M. Gavaret, M. Guye, P. Chauvel, Pre-ictal synchronicity
in limbic networks of mesial temporal lobe epilepsy. Epilepsy Res. 61, 89–104 (2004). https://
doi.org/10.1016/j.eplepsyres.2004.06.006
17. M.O. Baud, J.K. Kleen, E.A. Mirro, J.C. Andrechak, D. King-Stephens, E.F. Chang, V.R.
Rao, Multi-day rhythms modulate seizure risk in epilepsy. Nat. Commun. 9, 88 (2018)
18. H. Beck, Y. Yaari, Plasticity of intrinsic neuronal properties in CNS disorders. Nat. Rev.
Neurosci. 9, 357–369 (2008)
19. S. Behbahani, N.J. Dabanloo, A.M. Nasrabadi, A. Dourado, Prediction of epileptic seizures
based on heart rate variability. Technol. Health Care 24, 795–810 (2016)
20. A.T. Berg, S.F. Berkovic, M.J. Brodie, J. Buchhalter, J.H. Cross, W. van Emde Boas, J. Engel, J.
French, T.A. Glauser, G.W. Mathern, S.L. Moshé, D. Nordli, P. Plouin, I.E. Scheffer, Revised
terminology and concepts for organization of seizures and epilepsies: report of the ILAE
commission on classification and terminology, 2005–2009. Epilepsia 51, 676–685 (2010).
https://doi.org/10.1111/j.1528-1167.2010.02522.x
21. A.T. Berg, I.E. Scheffer, New concepts in classification of the epilepsies: entering the
21st century. Epilepsia 52, 1058–1062 (2011). https://doi.org/10.1111/j.1528-1167.2011.
03101.x
22. S. Blanco, H. Garcia, R. Quian Quiroga, L. Romanelli, O.A. Rosso, Stationarity of the EEG
series. IEEE Eng. Med. Biol. 4, 395–399 (1995). https://doi.org/10.1109/51.395321
23. S. Boccaletti, G. Bianconi, R. Criado, C.I. del Genio, J. Gomez-Gardeñes, M. Romance, I.
Sendina-Nadal, Z. Wang, M. Zanin, The structure and dynamics of multilayer networks. Phys.
Rep. 544(1), 1–122 (2014). https://doi.org/10.1016/j.physrep.2014.07.001
24. S. Boccaletti, J. Kurths, G. Osipov, D.L. Valladares, C.S. Zhou, The synchronization of chaotic
systems. Phys. Rep. 366, 1–101 (2002). https://doi.org/10.1016/S0370-1573(02)00137-0
353
4. F.A. Al-Otaibi, C. Hamani, A.M. Lozano, Neuromodulation in epilepsy. Neurosurgery 69,
957–979 (2011)
5. R.G. Andrzejak, D. Chicharro, C.E. Elger, F. Mormann, Seizure prediction: any better than
chance? Clin. Neurophysiol. 120, 1465–1478 (2009). https://doi.org/10.1016/j.clinph.2009.
05.019
6. R.G. Andrzejak, A. Kraskov, H. Stögbauer, F. Mormann, T. Kreuz, Bivariate surrogate techniques: necessity, strengths, and caveats. Phys. Rev. E 68, 066202 (2003)
7. R.G. Andrzejak, F. Mormann, T. Kreuz, C. Rieke, A. Kraskov, C.E. Elger, K. Lehnertz, Testing
the null hypothesis of the nonexistence of a preseizure state. Phys. Rev. E 67, 010901(R) (2003)
8. R.G. Andrzejak, G. Widman, K. Lehnertz, P. David, C.E. Elger, The epileptic process as nonlinear deterministic dynamics in a stochastic environment: an evaluation on mesial temporal
lobe epilepsy. Epilepsy Res. 44, 129–140 (2001)
9. G. Ansmann, K. Lehnertz, U. Feudel, Self-induced switchings between multiple space-time
patterns on complex networks of excitable units. Phys. Rev. X 6, 011030 (2016). https://doi.
org/10.1103/PhysRevX.6.011030
10. A. Arenas, A. Díaz-Guilera, J. Kurths, Y. Moreno, C. Zhou, Synchronization in complex
networks. Phys. Rep. 469, 93–153 (2008). https://doi.org/10.1016/j.physrep.2008.09.002
11. J. Arnhold, P. Grassberger, K. Lehnertz, C.E. Elger, A robust method for detecting interdependences: application to intracranially recorded EEG. Phys. D 134, 419–430 (1999)
12. P. Ashwin, S. Wieczorek, R. Vitolo, P. Cox, Tipping points in open systems: bifurcation,
noise-induced and rate-dependent examples in the climate system. Phil. Trans. Roy. Soc. A
370, 1166–1184 (2012)
13. L.A. Baccalá, K. Sameshima, Partial directed coherence: a new concept in neural structure
determination. Biol. Cybern. 84, 463–474 (2001)
14. M. Bandarabadi, C.A. Teixeira, J. Rasekhi, A. Dourado, Epileptic seizure prediction using
relative spectral power features. Clin. Neurophysiol. 126, 237–248 (2015)
15. F. Bartolomei, S. Lagarde, F. Wendling, A. McGonigal, V. Jirsa, M. Guye, C. Bénar, Defining
epileptogenic networks: contribution of SEEG and signal analysis. Epilepsia 58, 1131–1147
(2017)
16. F. Bartolomei, F. Wendling, J. Regis, M. Gavaret, M. Guye, P. Chauvel, Pre-ictal synchronicity
in limbic networks of mesial temporal lobe epilepsy. Epilepsy Res. 61, 89–104 (2004). https://
doi.org/10.1016/j.eplepsyres.2004.06.006
17. M.O. Baud, J.K. Kleen, E.A. Mirro, J.C. Andrechak, D. King-Stephens, E.F. Chang, V.R.
Rao, Multi-day rhythms modulate seizure risk in epilepsy. Nat. Commun. 9, 88 (2018)
18. H. Beck, Y. Yaari, Plasticity of intrinsic neuronal properties in CNS disorders. Nat. Rev.
Neurosci. 9, 357–369 (2008)
19. S. Behbahani, N.J. Dabanloo, A.M. Nasrabadi, A. Dourado, Prediction of epileptic seizures
based on heart rate variability. Technol. Health Care 24, 795–810 (2016)
20. A.T. Berg, S.F. Berkovic, M.J. Brodie, J. Buchhalter, J.H. Cross, W. van Emde Boas, J. Engel, J.
French, T.A. Glauser, G.W. Mathern, S.L. Moshé, D. Nordli, P. Plouin, I.E. Scheffer, Revised
terminology and concepts for organization of seizures and epilepsies: report of the ILAE
commission on classification and terminology, 2005–2009. Epilepsia 51, 676–685 (2010).
https://doi.org/10.1111/j.1528-1167.2010.02522.x
21. A.T. Berg, I.E. Scheffer, New concepts in classification of the epilepsies: entering the
21st century. Epilepsia 52, 1058–1062 (2011). https://doi.org/10.1111/j.1528-1167.2011.
03101.x
22. S. Blanco, H. Garcia, R. Quian Quiroga, L. Romanelli, O.A. Rosso, Stationarity of the EEG
series. IEEE Eng. Med. Biol. 4, 395–399 (1995). https://doi.org/10.1109/51.395321
23. S. Boccaletti, G. Bianconi, R. Criado, C.I. del Genio, J. Gomez-Gardeñes, M. Romance, I.
Sendina-Nadal, Z. Wang, M. Zanin, The structure and dynamics of multilayer networks. Phys.
Rep. 544(1), 1–122 (2014). https://doi.org/10.1016/j.physrep.2014.07.001
24. S. Boccaletti, J. Kurths, G. Osipov, D.L. Valladares, C.S. Zhou, The synchronization of chaotic
systems. Phys. Rep. 366, 1–101 (2002). https://doi.org/10.1016/S0370-1573(02)00137-0