358
K. Lehnertz
109. F. Mormann, T. Kreuz, C. Rieke, R.G. Andrzejak, A. Kraskov, P. David, C.E. Elger, K.
Lehnertz, On the predictability of epileptic seizures. Clin. Neurophysiol. 116, 569–587 (2005).
https://doi.org/10.1016/j.clinph.2004.08.025
110. F. Mormann, K. Lehnertz, P. David, C.E. Elger, Mean phase coherence as a measure for phase
synchronization and its application to the EEG of epilepsy patients. Phys. D 144, 358–369
(2000). https://doi.org/10.1016/S0167-2789(00)00087-7
111. S.L. Moshé, E. Perucca, P. Ryvlin, T. Tomson, Epilepsy: new advances. Lancet 385, 884–898
(2015). https://doi.org/10.1016/S0140-6736(14)60456-6
112. K. Mühlberg, J. Müller, R. Tetzlaff, Seizure prediction by multivariate autoregressive model
order optimization. Curr. Dir. Biomed. Eng. 4, 395–398 (2018)
113. M.E.J. Newman, The structure and function of complex networks. SIAM Rev. 45, 167–256
(2003). https://doi.org/10.1137/S003614450342480
114. E.J. Ngamga, S. Bialonski, N. Marwan, J. Kurths, C. Geier, K. Lehnertz, Evaluation of selected
recurrence measures in discriminating pre-ictal and inter-ictal periods from epileptic eeg data.
Phys. Lett. A 380, 1419–1425 (2016)
115. E. Niedermeyer, F. Lopes da Silva, Electroencephalography: basic principles, clinical applications, and related fields (Lippincott Williams and Williams, Philadelphia, 2005)
116. G. Nune, C. DeGiorgio, C. Heck, Neuromodulation in the treatment of epilepsy. Curr. Treat.
Options Neurol. 17, 43 (2015)
117. Y. Park, L. Luo, K.K. Parhi, T. Netoff, Seizure prediction with spectral power of EEG using
cost-sensitive support vector machines. Epilepsia 52, 1761–1770 (2011)
118. E. Pereda, R. Quian Quiroga, J. Bhattacharya, Nonlinear multivariate analysis of neurophysiological signals. Prog. Neurobiol. 77, 1–37 (2005). https://doi.org/10.1016/j.pneurobio.2005.
10.003
119. A.S. Pikovsky, M.G. Rosenblum, J. Kurths, Synchronization: a universal concept in nonlinear sciences (Cambridge University Press, Cambridge, UK, 2001). https://doi.org/10.1017/
CBO9780511755743
120. D. Piper, K. Schiecke, L. Leistritz, B. Pester, F. Benninger, M. Feucht, M. Ungureanu, R.
Strungaru, H. Witte, Synchronization analysis between heart rate variability and eeg activity
before, during, and after epileptic seizure. Biomed. Eng./Biomed. Technik 59, 343–355 (2014)
121. R. Quian Quiroga, J. Arnhold, P. Grassberger, Learning driver-response relationships from
synchronization patterns. Phys. Rev. E 61, 5142–5148 (2000)
122. S. Raghunathan, S.K. Gupta, M.P. Ward, R.M. Worth, K. Roy, P.P. Irazoqui, The design and
hardware implementation of a low-power real-time seizure detection algorithm. J. Neural
Eng. 6, 056005 (2009)
123. S. Ramgopal, S. Thome-Souza, M. Jackson, N.E. Kadish, I.S. Fernández, J. Klehm, W. Bosl,
C. Reinsberger, S. Schachter, T. Loddenkemper, Seizure detection, seizure prediction, and
closed-loop warning systems in epilepsy. Epilepsy Behav. 37, 291–307 (2014)
124. J.C. Reijneveld, S.C. Ponten, H.W. Berendse, C.J. Stam, The application of graph theoretical
analysis to complex networks in the brain. Clin. Neurophysiol. 118, 2317–2331 (2007). https://
doi.org/10.1016/j.clinph.2007.08.010
125. M. Richardson, Current themes in neuroimaging of epilepsy: brain networks, dynamic phenomena, and clinical relevance. Clin. Neurophysiol. 121, 1153–1175 (2010). https://doi.org/
10.1016/j.clinph.2010.01.004
126. M.P. Richardson, Large scale brain models of epilepsy: dynamics meets connectomics. J.
Neurol. Neurosurg. Psychiatry 83, 1238–1248 (2012). https://doi.org/10.1136/jnnp-2011301944
127. L. Ridsdale, J. Charlton, M. Ashworth, M.P. Richardson, M.C. Gulliford, Epilepsy mortality
and risk factors for death in epilepsy: a population-based study. Br. J. Gen. Pract. 61(586),
e271–e278 (2011)
128. C. Rieke, R.G. Andrzejak, F. Mormann, K. Lehnertz, Improved statistical test for nonstationarity using recurrence time statistics. Phys. Rev. E 69, 046111 (2004)
129. C. Rieke, F. Mormann, R.G. Andrzejak, T. Kreuz, P. David, C.E. Elger, K. Lehnertz, Discerning nonstationarity from nonlinearity in seizure-free and preseizure EEG recordings from
K. Lehnertz
109. F. Mormann, T. Kreuz, C. Rieke, R.G. Andrzejak, A. Kraskov, P. David, C.E. Elger, K.
Lehnertz, On the predictability of epileptic seizures. Clin. Neurophysiol. 116, 569–587 (2005).
https://doi.org/10.1016/j.clinph.2004.08.025
110. F. Mormann, K. Lehnertz, P. David, C.E. Elger, Mean phase coherence as a measure for phase
synchronization and its application to the EEG of epilepsy patients. Phys. D 144, 358–369
(2000). https://doi.org/10.1016/S0167-2789(00)00087-7
111. S.L. Moshé, E. Perucca, P. Ryvlin, T. Tomson, Epilepsy: new advances. Lancet 385, 884–898
(2015). https://doi.org/10.1016/S0140-6736(14)60456-6
112. K. Mühlberg, J. Müller, R. Tetzlaff, Seizure prediction by multivariate autoregressive model
order optimization. Curr. Dir. Biomed. Eng. 4, 395–398 (2018)
113. M.E.J. Newman, The structure and function of complex networks. SIAM Rev. 45, 167–256
(2003). https://doi.org/10.1137/S003614450342480
114. E.J. Ngamga, S. Bialonski, N. Marwan, J. Kurths, C. Geier, K. Lehnertz, Evaluation of selected
recurrence measures in discriminating pre-ictal and inter-ictal periods from epileptic eeg data.
Phys. Lett. A 380, 1419–1425 (2016)
115. E. Niedermeyer, F. Lopes da Silva, Electroencephalography: basic principles, clinical applications, and related fields (Lippincott Williams and Williams, Philadelphia, 2005)
116. G. Nune, C. DeGiorgio, C. Heck, Neuromodulation in the treatment of epilepsy. Curr. Treat.
Options Neurol. 17, 43 (2015)
117. Y. Park, L. Luo, K.K. Parhi, T. Netoff, Seizure prediction with spectral power of EEG using
cost-sensitive support vector machines. Epilepsia 52, 1761–1770 (2011)
118. E. Pereda, R. Quian Quiroga, J. Bhattacharya, Nonlinear multivariate analysis of neurophysiological signals. Prog. Neurobiol. 77, 1–37 (2005). https://doi.org/10.1016/j.pneurobio.2005.
10.003
119. A.S. Pikovsky, M.G. Rosenblum, J. Kurths, Synchronization: a universal concept in nonlinear sciences (Cambridge University Press, Cambridge, UK, 2001). https://doi.org/10.1017/
CBO9780511755743
120. D. Piper, K. Schiecke, L. Leistritz, B. Pester, F. Benninger, M. Feucht, M. Ungureanu, R.
Strungaru, H. Witte, Synchronization analysis between heart rate variability and eeg activity
before, during, and after epileptic seizure. Biomed. Eng./Biomed. Technik 59, 343–355 (2014)
121. R. Quian Quiroga, J. Arnhold, P. Grassberger, Learning driver-response relationships from
synchronization patterns. Phys. Rev. E 61, 5142–5148 (2000)
122. S. Raghunathan, S.K. Gupta, M.P. Ward, R.M. Worth, K. Roy, P.P. Irazoqui, The design and
hardware implementation of a low-power real-time seizure detection algorithm. J. Neural
Eng. 6, 056005 (2009)
123. S. Ramgopal, S. Thome-Souza, M. Jackson, N.E. Kadish, I.S. Fernández, J. Klehm, W. Bosl,
C. Reinsberger, S. Schachter, T. Loddenkemper, Seizure detection, seizure prediction, and
closed-loop warning systems in epilepsy. Epilepsy Behav. 37, 291–307 (2014)
124. J.C. Reijneveld, S.C. Ponten, H.W. Berendse, C.J. Stam, The application of graph theoretical
analysis to complex networks in the brain. Clin. Neurophysiol. 118, 2317–2331 (2007). https://
doi.org/10.1016/j.clinph.2007.08.010
125. M. Richardson, Current themes in neuroimaging of epilepsy: brain networks, dynamic phenomena, and clinical relevance. Clin. Neurophysiol. 121, 1153–1175 (2010). https://doi.org/
10.1016/j.clinph.2010.01.004
126. M.P. Richardson, Large scale brain models of epilepsy: dynamics meets connectomics. J.
Neurol. Neurosurg. Psychiatry 83, 1238–1248 (2012). https://doi.org/10.1136/jnnp-2011301944
127. L. Ridsdale, J. Charlton, M. Ashworth, M.P. Richardson, M.C. Gulliford, Epilepsy mortality
and risk factors for death in epilepsy: a population-based study. Br. J. Gen. Pract. 61(586),
e271–e278 (2011)
128. C. Rieke, R.G. Andrzejak, F. Mormann, K. Lehnertz, Improved statistical test for nonstationarity using recurrence time statistics. Phys. Rev. E 69, 046111 (2004)
129. C. Rieke, F. Mormann, R.G. Andrzejak, T. Kreuz, P. David, C.E. Elger, K. Lehnertz, Discerning nonstationarity from nonlinearity in seizure-free and preseizure EEG recordings from