22 Predicting Epileptic Seizures—An Update
355
45. K. Gadhoumi, J.M. Lina, F. Mormann, J. Gotman, Seizure prediction for therapeutic devices: a
review. J. Neurosci. Methods 260, 270–282 (2016). https://doi.org/10.1016/j.jneumeth.2015.
06.010
46. C. Geier, S. Bialonski, C.E. Elger, K. Lehnertz, How important is the seizure onset zone
for seizure dynamics? Seizure 25, 160–166 (2015). https://doi.org/10.1016/j.seizure.2014.
10.013
47. C. Geier, K. Lehnertz, Long-term variability of importance of brain regions in evolving epileptic brain networks. Chaos 27, 043112 (2017). https://doi.org/10.1063/1.4979796
48. C. Geier, K. Lehnertz, S. Bialonski, Time-dependent degree-degree correlations in epileptic
brain networks: from assortative to dissortative mixing. Front. Hum. Neurosci. 9, 462 (2015).
https://doi.org/10.3389/fnhum.2015.00462
49. A.C. Grant, S.G. Abdel-Baki, J. Weedon, V. Arnedo, G. Chari, E. Koziorynska, C. Lushbough,
D. Maus, T. McSween, K.A. Mortati et al., EEG interpretation reliability and interpreter
confidence: a large single-center study. Epilepsy Behav. 32, 102–107 (2014)
50. G.M. Griffiths, J.T. Fox, Rhythm in epilepsy. Lancet 232, 409–416 (1938)
51. A.G. Herzog, P. Klein, B.J. Rand, Three patterns of catamenial epilepsy. Epilepsia 38, 1082–
1088 (1997)
52. K. Hlavᡠcková-Schindler, M. Paluš, M. Vejmelka, J. Bhattacharya, Causality detection based
on information-theoretic approaches in time series analysis. Phys. Rep. 441, 1–46 (2007).
https://doi.org/10.1016/j.physrep.2006.12.004
53. A. Holtmaat, P. Caroni, Functional and structural underpinnings of neuronal assembly formation in learning. Nat. Neurosci. 19, 1553 (2016)
54. D. Hsu, W. Chen, M. Hsu, J.M. Beggs, An open hypothesis: is epilepsy learned, and can it be
unlearned? Epilepsy Behav. 13, 511–522 (2008)
55. L.D. Iasemidis, P. Pardalos, J.C. Sackellares, D.S. Shiau, Quadratic binary programming and
dynamical system approach to determine the predictability of epileptic seizures. J. Comb.
Optim. 5, 9 (2001)
56. M. Ihle, H. Feldwisch-Drentrup, C.A. Teixeira, A. Witon, B. Schelter, J. Timmer, A. SchulzeBonhage, EPILEPSIAE-a European epilepsy database. Comp. Meth. Prog. Biomed. 106,
127–138 (2012)
57. P. Jayakar, J. Gotman, A.S. Harvey, A. Palmini, L. Tassi, D. Schomer, F. Dubeau, F. Bartolomei,
A. Yu, P. Kršek, D. Velis, P. Kahane, Diagnostic utility of invasive EEG for epilepsy surgery:
indications, modalities, and techniques. Epilepsia 57, 1735–1747 (2016)
58. N. Jette, S. Wiebe, Update on the surgical treatment of epilepsy. Curr. Opin. Neurol. 26,
201–207 (2013)
59. P. Jiruska, M. de Curtis, J.G.R. Jefferys, C.A. Schevon, S.J. Schiff, K. Schindler, Synchronization and desynchronization in epilepsy: controversies and hypotheses. J. Physiol. 591,
787–797 (2013). https://doi.org/10.1113/jphysiol.2012.239590
60. C.C. Jouny, P.J. Franaszczuk, G.K. Bergey, Signal complexity and synchrony of epileptic
seizures: is there an identifiable preictal period? Clin. Neurophysiol. 116, 552–558 (2005)
61. P. Kahane, E. Landré, L. Minotti, S. Francione, P. Ryvlin, The Bancaud and Talairach view
on the epileptogenic zone: a working hypothesis. Epileptic Disord. 8(Suppl. 2), 16–26 (2006)
62. H. Kantz, T. Schreiber, Nonlinear Time Series Analysis, 2nd edn. (Cambridge University
Press, Cambridge, UK, 2003). https://doi.org/10.1017/CBO9780511755798
63. P.J. Karoly, D.M. Goldenholz, D.R. Freestone, R.E. Moss, D.B. Grayden, W.H. Theodore,
M.J. Cook, Circadian and circaseptan rhythms in human epilepsy: a retrospective cohort study.
Lancet Neurol. 17, 977–985 (2018)
64. P.J. Karoly, M.I. Maturana, M.J. Cook, E.S. Nurse, D. Payne, B. Brinkmann, D.B. Grayden, S.B. Dumanis, M.P. Richardson, G. Worrell, A. Schulze-Bonhage, L. Kuhlmann, D.R.
Freestone, medRxiv. Forecasting cycles of seizure likelihood (2019). https://doi.org/10.1101/
2019.12.19.19015453
65. J.S. Kelso, Multistability and metastability: understanding dynamic coordination in the brain.
Phil. Trans. Roy. Soc. B 367, 906–918 (2012)
355
45. K. Gadhoumi, J.M. Lina, F. Mormann, J. Gotman, Seizure prediction for therapeutic devices: a
review. J. Neurosci. Methods 260, 270–282 (2016). https://doi.org/10.1016/j.jneumeth.2015.
06.010
46. C. Geier, S. Bialonski, C.E. Elger, K. Lehnertz, How important is the seizure onset zone
for seizure dynamics? Seizure 25, 160–166 (2015). https://doi.org/10.1016/j.seizure.2014.
10.013
47. C. Geier, K. Lehnertz, Long-term variability of importance of brain regions in evolving epileptic brain networks. Chaos 27, 043112 (2017). https://doi.org/10.1063/1.4979796
48. C. Geier, K. Lehnertz, S. Bialonski, Time-dependent degree-degree correlations in epileptic
brain networks: from assortative to dissortative mixing. Front. Hum. Neurosci. 9, 462 (2015).
https://doi.org/10.3389/fnhum.2015.00462
49. A.C. Grant, S.G. Abdel-Baki, J. Weedon, V. Arnedo, G. Chari, E. Koziorynska, C. Lushbough,
D. Maus, T. McSween, K.A. Mortati et al., EEG interpretation reliability and interpreter
confidence: a large single-center study. Epilepsy Behav. 32, 102–107 (2014)
50. G.M. Griffiths, J.T. Fox, Rhythm in epilepsy. Lancet 232, 409–416 (1938)
51. A.G. Herzog, P. Klein, B.J. Rand, Three patterns of catamenial epilepsy. Epilepsia 38, 1082–
1088 (1997)
52. K. Hlavᡠcková-Schindler, M. Paluš, M. Vejmelka, J. Bhattacharya, Causality detection based
on information-theoretic approaches in time series analysis. Phys. Rep. 441, 1–46 (2007).
https://doi.org/10.1016/j.physrep.2006.12.004
53. A. Holtmaat, P. Caroni, Functional and structural underpinnings of neuronal assembly formation in learning. Nat. Neurosci. 19, 1553 (2016)
54. D. Hsu, W. Chen, M. Hsu, J.M. Beggs, An open hypothesis: is epilepsy learned, and can it be
unlearned? Epilepsy Behav. 13, 511–522 (2008)
55. L.D. Iasemidis, P. Pardalos, J.C. Sackellares, D.S. Shiau, Quadratic binary programming and
dynamical system approach to determine the predictability of epileptic seizures. J. Comb.
Optim. 5, 9 (2001)
56. M. Ihle, H. Feldwisch-Drentrup, C.A. Teixeira, A. Witon, B. Schelter, J. Timmer, A. SchulzeBonhage, EPILEPSIAE-a European epilepsy database. Comp. Meth. Prog. Biomed. 106,
127–138 (2012)
57. P. Jayakar, J. Gotman, A.S. Harvey, A. Palmini, L. Tassi, D. Schomer, F. Dubeau, F. Bartolomei,
A. Yu, P. Kršek, D. Velis, P. Kahane, Diagnostic utility of invasive EEG for epilepsy surgery:
indications, modalities, and techniques. Epilepsia 57, 1735–1747 (2016)
58. N. Jette, S. Wiebe, Update on the surgical treatment of epilepsy. Curr. Opin. Neurol. 26,
201–207 (2013)
59. P. Jiruska, M. de Curtis, J.G.R. Jefferys, C.A. Schevon, S.J. Schiff, K. Schindler, Synchronization and desynchronization in epilepsy: controversies and hypotheses. J. Physiol. 591,
787–797 (2013). https://doi.org/10.1113/jphysiol.2012.239590
60. C.C. Jouny, P.J. Franaszczuk, G.K. Bergey, Signal complexity and synchrony of epileptic
seizures: is there an identifiable preictal period? Clin. Neurophysiol. 116, 552–558 (2005)
61. P. Kahane, E. Landré, L. Minotti, S. Francione, P. Ryvlin, The Bancaud and Talairach view
on the epileptogenic zone: a working hypothesis. Epileptic Disord. 8(Suppl. 2), 16–26 (2006)
62. H. Kantz, T. Schreiber, Nonlinear Time Series Analysis, 2nd edn. (Cambridge University
Press, Cambridge, UK, 2003). https://doi.org/10.1017/CBO9780511755798
63. P.J. Karoly, D.M. Goldenholz, D.R. Freestone, R.E. Moss, D.B. Grayden, W.H. Theodore,
M.J. Cook, Circadian and circaseptan rhythms in human epilepsy: a retrospective cohort study.
Lancet Neurol. 17, 977–985 (2018)
64. P.J. Karoly, M.I. Maturana, M.J. Cook, E.S. Nurse, D. Payne, B. Brinkmann, D.B. Grayden, S.B. Dumanis, M.P. Richardson, G. Worrell, A. Schulze-Bonhage, L. Kuhlmann, D.R.
Freestone, medRxiv. Forecasting cycles of seizure likelihood (2019). https://doi.org/10.1101/
2019.12.19.19015453
65. J.S. Kelso, Multistability and metastability: understanding dynamic coordination in the brain.
Phil. Trans. Roy. Soc. B 367, 906–918 (2012)