Literature DB >> 19669475

Epilepsy and nonlinear dynamics.

Klaus Lehnertz1.   

Abstract

This overview summarizes findings obtained from analyzing electroencephalographic (EEG) recordings from epilepsy patients with methods from the theory of nonlinear dynamical systems. The last two decades have shown that nonlinear time series analysis techniques allow an improved characterization of epileptic brain states and help to gain deeper insights into the spatial and temporal dynamics of the epileptic process. Nonlinear EEG analyses can help to improve the evaluation of patients prior to neurosurgery, and with an unequivocal identification of precursors of seizures, they can be of great value in the development of seizure warning and prevention techniques.

Entities:  

Year:  2008        PMID: 19669475      PMCID: PMC2585629          DOI: 10.1007/s10867-008-9090-3

Source DB:  PubMed          Journal:  J Biol Phys        ISSN: 0092-0606            Impact factor:   1.365


  118 in total

1.  Detection and characterization of changes of the correlation structure in multivariate time series.

Authors:  Markus Müller; Gerold Baier; Andreas Galka; Ulrich Stephani; Hiltrud Muhle
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-04-14

Review 2.  Nonlinear dynamical analysis of EEG and MEG: review of an emerging field.

Authors:  C J Stam
Journal:  Clin Neurophysiol       Date:  2005-10       Impact factor: 3.708

Review 3.  Brain stimulation for epilepsy: can scheduled or responsive neurostimulation stop seizures?

Authors:  Martha Morrell
Journal:  Curr Opin Neurol       Date:  2006-04       Impact factor: 5.710

4.  Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE).

Authors:  Robert S Fisher; Walter van Emde Boas; Warren Blume; Christian Elger; Pierre Genton; Phillip Lee; Jerome Engel
Journal:  Epilepsia       Date:  2005-04       Impact factor: 5.864

5.  Non-linearity in invasive EEG recordings from patients with temporal lobe epilepsy.

Authors:  M C Casdagli; L D Iasemidis; R S Savit; R L Gilmore; S N Roper; J C Sackellares
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1997-02

6.  On the predictability of epileptic seizures.

Authors:  Florian Mormann; Thomas Kreuz; Christoph Rieke; Ralph G Andrzejak; Alexander Kraskov; Peter David; Christian E Elger; Klaus Lehnertz
Journal:  Clin Neurophysiol       Date:  2005-01-06       Impact factor: 3.708

Review 7.  Combination therapy in epilepsy: when and what to use.

Authors:  Patrick Kwan; Martin J Brodie
Journal:  Drugs       Date:  2006       Impact factor: 9.546

8.  Report of the ILAE classification core group.

Authors:  Jerome Engel
Journal:  Epilepsia       Date:  2006-09       Impact factor: 5.864

9.  Discerning nonstationarity from nonlinearity in seizure-free and preseizure EEG recordings from epilepsy patients.

Authors:  Christoph Rieke; Florian Mormann; Ralph G Andrzejak; Thomas Kreuz; Peter David; Christian E Elger; Klaus Lehnertz
Journal:  IEEE Trans Biomed Eng       Date:  2003-05       Impact factor: 4.538

10.  Symbolic transfer entropy.

Authors:  Matthäus Staniek; Klaus Lehnertz
Journal:  Phys Rev Lett       Date:  2008-04-14       Impact factor: 9.161

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  16 in total

Review 1.  Seizure prediction and its applications.

Authors:  Leon D Iasemidis
Journal:  Neurosurg Clin N Am       Date:  2011-10       Impact factor: 2.509

2.  Complexity in neurology and psychiatry.

Authors:  H A Braun; F Moss; S Postnova; E Mosekilde
Journal:  J Biol Phys       Date:  2008-08       Impact factor: 1.365

3.  Maternal-fetal heartbeat phase synchronization.

Authors:  Plamen Ch Ivanov; Qianli D Y Ma; Ronny P Bartsch
Journal:  Proc Natl Acad Sci U S A       Date:  2009-08-12       Impact factor: 11.205

4.  Seizure Prediction 6: [LINE SEPARATOR]From Mechanisms to Engineered Interventions for Epilepsy.

Authors:  Bruce J Gluckman; Catherine A Schevon
Journal:  J Clin Neurophysiol       Date:  2015-06       Impact factor: 2.177

Review 5.  The metastable brain.

Authors:  Emmanuelle Tognoli; J A Scott Kelso
Journal:  Neuron       Date:  2014-01-08       Impact factor: 17.173

6.  Time-frequency characterization of electrocorticographic recordings of epileptic patients using frequency-entropy similarity: a comparison to other bi-variate measures.

Authors:  T Gazit; I Doron; O Sagher; M H Kohrman; V L Towle; M Teicher; E Ben-Jacob
Journal:  J Neurosci Methods       Date:  2010-10-20       Impact factor: 2.390

7.  An Epilepsy Detection Method Using Multiview Clustering Algorithm and Deep Features.

Authors:  Qianyi Zhan; Wei Hu
Journal:  Comput Math Methods Med       Date:  2020-08-01       Impact factor: 2.238

8.  Spectral dissociation of lateralized brain rhythms.

Authors:  Emmanuelle Tognoli; J A Scott Kelso
Journal:  Neurosci Res       Date:  2019-12-26       Impact factor: 3.304

Review 9.  Nonlinear System Identification of Neural Systems from Neurophysiological Signals.

Authors:  Fei He; Yuan Yang
Journal:  Neuroscience       Date:  2020-12-11       Impact factor: 3.590

10.  Prediction of Seizure Recurrence. A Note of Caution.

Authors:  William J Bosl; Alan Leviton; Tobias Loddenkemper
Journal:  Front Neurol       Date:  2021-05-13       Impact factor: 4.003

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