Epileptic Seizure Prediction Focusing on Relative Change in Consecutive Segments of EEG Signal

[1]  A. Schulze-Bonhage,et al.  Do False Predictions of Seizures Depend on the State of Vigilance? A Report from Two Seizure‐Prediction Methods and Proposed Remedies , 2006, Epilepsia.

[2]  Theoden Netoff,et al.  Seizure prediction using cost-sensitive support vector machine , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[3]  S. Baillet,et al.  Automated interictal spike detection and source localization in magnetoencephalography using independent components analysis and spatio-temporal clustering , 2004, Clinical Neurophysiology.

[4]  Theoden Netoff,et al.  Seizure prediction with spectral power of EEG using cost‐sensitive support vector machines , 2011, Epilepsia.

[5]  Manoranjan Paul,et al.  Epileptic seizure detection by analyzing EEG signals using different transformation techniques , 2014, Neurocomputing.

[6]  C. Teixeira,et al.  Preprocessing effects of 22 linear univariate features on the performance of seizure prediction methods , 2013, Journal of Neuroscience Methods.

[7]  Shufang Li,et al.  Seizure Prediction Using Spike Rate of Intracranial EEG , 2013, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[8]  A. Schulze-Bonhage,et al.  Joining the benefits: Combining epileptic seizure prediction methods , 2010, Epilepsia.

[9]  Luigi Chisci,et al.  Real-Time Epileptic Seizure Prediction Using AR Models and Support Vector Machines , 2010, IEEE Transactions on Biomedical Engineering.

[10]  J. Gotman,et al.  Isolation of epileptiform discharges from unaveraged EEG by independent component analysis , 1999, Clinical Neurophysiology.

[11]  Bu-Sung Lee,et al.  Direct Intermode Selection for H.264 Video Coding Using Phase Correlation , 2011, IEEE Transactions on Image Processing.

[12]  James R. Williamson,et al.  Seizure prediction using EEG spatiotemporal correlation structure , 2012, Epilepsy & Behavior.

[13]  Johan A. K. Suykens,et al.  Least Squares Support Vector Machines , 2002 .

[14]  Yann LeCun,et al.  Classification of patterns of EEG synchronization for seizure prediction , 2009, Clinical Neurophysiology.

[15]  J. Gotman,et al.  Seizure prediction in patients with mesial temporal lobe epilepsy using EEG measures of state similarity , 2013, Clinical Neurophysiology.