Is Using Threshold-Crossing Method and Single Type of Features Sufficient to Achieve Realistic Application of Seizure Prediction?
暂无分享,去创建一个
Gang Wang | Yang Zheng | Jue Wang | G. Wang | Yang Zheng | Jue Wang
[1] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[2] A. Kraskov,et al. On the predictability of epileptic seizures , 2005, Clinical Neurophysiology.
[3] A. Schulze-Bonhage,et al. Joining the benefits: Combining epileptic seizure prediction methods , 2010, Epilepsia.
[4] J. Martinerie,et al. Seizure anticipation in human neocortical partial epilepsy. , 2002, Brain : a journal of neurology.
[5] Keshab K. Parhi,et al. Seizure Prediction With Spectral Power of EEG Using Cost-Sensitive Support Vector Machines , 2010 .
[6] Reza Fazel-Rezai,et al. Seizure prediction using adaptive neuro-fuzzy inference system , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[7] A. Schulze-Bonhage,et al. How well can epileptic seizures be predicted? An evaluation of a nonlinear method. , 2003, Brain : a journal of neurology.
[8] D. P. Mandic,et al. Measuring phase synchrony using complex extensions of EMD , 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.
[9] W. J. Williams,et al. Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures , 2005, Brain Topography.
[10] F. Mormann,et al. Epileptic seizures are preceded by a decrease in synchronization , 2003, Epilepsy Research.
[11] Andreas Schulze-Bonhage,et al. Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction. , 2006, Chaos.
[12] Gabriel Rilling,et al. On empirical mode decomposition and its algorithms , 2003 .
[13] Christopher J. C. Burges,et al. A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.
[14] Steve S. Chung,et al. Electrical stimulation of the anterior nucleus of thalamus for treatment of refractory epilepsy , 2010, Epilepsia.
[15] I. Gath,et al. On the prediction of epileptic seizures , 1981, Biological Cybernetics.
[16] Gabriel Rilling,et al. Bivariate Empirical Mode Decomposition , 2007, IEEE Signal Processing Letters.
[17] Mojtaba Bandarabadi,et al. Epileptic seizure prediction using relative spectral power features , 2015, Clinical Neurophysiology.
[18] Brian Litt,et al. Detection of seizure precursors from depth-EEG using a sign periodogram transform , 2003, IEEE Transactions on Biomedical Engineering.
[19] Lee M. Hively,et al. Epileptic Event Forewarning From Scalp EEG , 2001, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.
[20] James R. Williamson,et al. Seizure prediction using EEG spatiotemporal correlation structure , 2012, Epilepsy & Behavior.
[21] A. Burkitt,et al. Patient-specific bivariate-synchrony-based seizure prediction for short prediction horizons , 2010, Epilepsy Research.
[22] P. Pardalos,et al. Performance of a seizure warning algorithm based on the dynamics of intracranial EEG , 2005, Epilepsy Research.
[23] Mary Jane England,et al. Summary: a reprint from epilepsy across the spectrum: promoting health and understanding. , 2012, Epilepsy currents.
[24] 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.
[25] Heng Guo,et al. Temporal lobe seizure prediction based on a complex Gaussian wavelet , 2011, Clinical Neurophysiology.
[26] J. Martinerie,et al. Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings. , 1999, Neuroreport.
[27] F. Mormann,et al. Seizure prediction: Any better than chance? , 2009, Clinical Neurophysiology.
[28] Roger Cerf,et al. Spectral analysis of stereo-electroencephalograms: preictal slowing in partial epilepsies , 2000, Biological Cybernetics.
[29] Brian Litt,et al. The statistics of a practical seizure warning system , 2008, Journal of neural engineering.
[30] Takeshi Yamakawa,et al. Cooling of the epileptic focus suppresses seizures with minimal influence on neurologic functions , 2012, Epilepsia.
[31] F. Mormann,et al. Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients , 2000 .
[32] M. Smyth,et al. Focal cooling for epilepsy: An alternative therapy that might actually work , 2005, Epilepsy & Behavior.
[33] Yang Zheng,et al. Epileptic seizure prediction using phase synchronization based on bivariate empirical mode decomposition , 2014, Clinical Neurophysiology.
[34] Yann LeCun,et al. Classification of patterns of EEG synchronization for seizure prediction , 2009, Clinical Neurophysiology.
[35] J. Martinerie,et al. Preictal state identification by synchronization changes in long-term intracranial EEG recordings , 2005, Clinical Neurophysiology.
[36] B. Scholkopf,et al. Fisher discriminant analysis with kernels , 1999, Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468).
[37] C. Elger,et al. CAN EPILEPTIC SEIZURES BE PREDICTED? EVIDENCE FROM NONLINEAR TIME SERIES ANALYSIS OF BRAIN ELECTRICAL ACTIVITY , 1998 .
[38] Sheau-Ling Hsieh,et al. High-Performance Seizure Detection System Using a Wavelet-Approximate Entropy-fSVM Cascade With Clinical Validation , 2013, Clinical EEG and neuroscience.
[39] F. Mormann,et al. Seizure prediction: the long and winding road. , 2007, Brain : a journal of neurology.
[40] Luigi Chisci,et al. Real-Time Epileptic Seizure Prediction Using AR Models and Support Vector Machines , 2010, IEEE Transactions on Biomedical Engineering.
[41] Michel Le Van Quyen,et al. Spatio-temporal dynamics prior to neocortical seizures: amplitude versus phase couplings , 2003, IEEE Transactions on Biomedical Engineering.