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A consensus feature-ranking approach has been applied to the study of localization-related temporal lobe epilepsy (TLE) in order to evaluate the relative discriminative power of individual attributes. Cases were selected on the basis of a postoperative outcome free of disabling seizures (i.e., Engel class I) in order to establish a definitive laterality of focal epileptogenicity. Several quantitative...
Transfer entropy (TE) is a recently proposed measure of the information flow between coupled linear or nonlinear systems. In this study, we suggest improvements in the selection of parameters for the estimation of TE that significantly enhance its accuracy and robustness in identifying the direction and the level of information flow between observed data series generated by coupled complex systems...
An analysis of electrocorticographic data recorded from humans afflicted with acute temporal-lobe epilepsy is presented. Subdural recordings of the ictal phase have a characteristic electrical signature; they display large power and rhythmic patterns. At the onset of this phase the mean power at locations close to the focus shows a rapid increase followed by an exponential decay from its maximal value...
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