Hilbert Transform and Statistical Analysis for Channel Selection and Epileptic Seizure Prediction

[1]  Moncef Gabbouj,et al.  Weighted median filters: a tutorial , 1996 .

[2]  A. Kraskov,et al.  On the predictability of epileptic seizures , 2005, Clinical Neurophysiology.

[3]  Saleh A. Alshebeili,et al.  A Review of EEG and MEG Epileptic Spike Detection Algorithms , 2018, IEEE Access.

[4]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

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

[6]  Magdy Bayoumi,et al.  Efficient Epileptic Seizure Prediction Based on Deep Learning , 2019, IEEE Transactions on Biomedical Circuits and Systems.

[7]  Walid El Shafai,et al.  Efficient anomaly detection from medical signals and images , 2019, International Journal of Speech Technology.

[8]  Gahangir Hossain,et al.  Seizure Prediction and Detection via Phase and Amplitude Lock Values , 2016, Front. Hum. Neurosci..

[9]  Reza Tafreshi,et al.  Predicting Epileptic Seizures in Scalp EEG Based on a Variational Bayesian Gaussian Mixture Model of Zero-Crossing Intervals , 2013, IEEE Transactions on Biomedical Engineering.

[10]  Alexander D. Poularikas,et al.  The handbook of formulas and tables for signal processing , 1998 .

[11]  Fathi E. Abd El-Samie,et al.  A review of channel selection algorithms for EEG signal processing , 2015, EURASIP Journal on Advances in Signal Processing.

[12]  Bin He,et al.  Seizure prediction in hippocampal and neocortical epilepsy using a model-based approach , 2014, Clinical Neurophysiology.

[13]  Yanli Yang,et al.  Epileptic Seizure Prediction Based on Permutation Entropy , 2018, Front. Comput. Neurosci..

[14]  David M. Himes,et al.  Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: a first-in-man study , 2013, The Lancet Neurology.

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

[16]  W. Stacey,et al.  Technology Insight: neuroengineering and epilepsy—designing devices for seizure control , 2008, Nature Clinical Practice Neurology.

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

[18]  H. Adeli,et al.  Analysis of EEG records in an epileptic patient using wavelet transform , 2003, Journal of Neuroscience Methods.

[19]  C E Elger,et al.  Future trends in epileptology. , 2001, Current opinion in neurology.

[20]  Kwang-Hyun Cho,et al.  Predicting epileptic seizures from scalp EEG based on attractor state analysis , 2017, Comput. Methods Programs Biomed..