Real‐Time Automated Detection and Quantitative Analysis of Seizures and Short‐Term Prediction of Clinical Onset

Summary: Purpose: We describe an algorithm for rapid realtime detection, quantitation, localization of seizures, and prediction of their clinical onset.

[1]  A. Haar Zur Theorie der orthogonalen Funktionensysteme , 1910 .

[2]  David Gold,et al.  Statistical Methods for the Behavioral Sciences. , 1955 .

[3]  M. E. Terry,et al.  Statistical Methods for the Behavioral Sciences. , 1955 .

[4]  A. Phillips,et al.  Blockage of Highly‐stable “Kindled” Seizures in Rats by Antecedent Footshock , 1973, Epilepsia.

[5]  J. Gotman,et al.  Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG. , 1976, Electroencephalography and Clinical Neurophysiology.

[6]  L. Glass,et al.  Oscillation and chaos in physiological control systems. , 1977, Science.

[7]  J P Lieb,et al.  Temporo-spatial patterns of pre-ictal spike activity in human temporal lobe epilepsy. , 1983, Electroencephalography and clinical neurophysiology.

[8]  J. Zabara Peripheral control of hypersynchronous discharge in epilepsy , 1985 .

[9]  Paul B. Prichard,et al.  Self‐abatement of complex partial seizures , 1985, Annals of neurology.

[10]  Gottfried Mayer-Kress,et al.  Dimensions and Entropies in Chaotic Systems , 1986 .

[11]  Joachim Holzfuss,et al.  Problems Associated with Dimensional Analysis of Electroencephalogram Data , 1986 .

[12]  M. Braga,et al.  Exploratory Data Analysis , 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

[13]  S. Mallat Multiresolution approximations and wavelet orthonormal bases of L^2(R) , 1989 .

[14]  B. Uthman,et al.  Efficacy and Safety of Vagus Nerve Stimulation in Patients With Complex Partial Seizures , 1990, Epilepsia.

[15]  Ioannis Pitas,et al.  Nonlinear Digital Filters - Principles and Applications , 1990, The Springer International Series in Engineering and Computer Science.

[16]  D. Woodbury,et al.  Effects of Vagal Stimulation on Experimentally Induced Seizures in Rats , 1990, Epilepsia.

[17]  Petr Mandl,et al.  On exponentially discounted adaptive control , 1990, Kybernetika.

[18]  Martti Juhola,et al.  Comparison of algorithms for standard median filtering , 1991, IEEE Trans. Signal Process..

[19]  V J Iragui,et al.  Self-abatement of simple partial epileptic seizures. , 1991, European neurology.

[20]  K. Meador,et al.  Computerized seizure detection of complex partial seizures. , 1991, Electroencephalography and clinical neurophysiology.

[21]  F. Pierelli,et al.  Long-term EEG-video-audio monitoring: computer detection of focal EEG seizure patterns. , 1992, Electroencephalography and clinical neurophysiology.

[22]  J. Zabara Inhibition of Experimental Seizures in Canines by Repetitive Vagal Stimulation , 1992, Epilepsia.

[23]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[24]  J. Gotman,et al.  Improvement in seizure detection performance by automatic adaptation to the EEG of each patient. , 1993, Electroencephalography and clinical neurophysiology.

[25]  Jenny Murray Coping with the uncertainty of uncontrolled epilepsy , 1993, Seizure.

[26]  G. W. Harding An automated seizure monitoring system for patients with indwelling recording electrodes. , 1993, Electroencephalography and clinical neurophysiology.

[27]  W. Ditto,et al.  Controlling chaos in the brain , 1994, Nature.

[28]  J. Glanz Do chaos-control techniques offer hope for epilepsy? , 1994, Science.

[29]  Frank Moss,et al.  Chaos under control , 1994, Nature.

[30]  M Unser,et al.  Fast wavelet transformation of EEG. , 1994, Electroencephalography and clinical neurophysiology.

[31]  Saleem A. Kassam,et al.  A structure for adaptive order statistics filtering , 1994, IEEE Trans. Image Process..

[32]  Steven J. Schiff,et al.  Wavelet transforms and surrogate data for electroencephalographic spike and seizure localization , 1994 .

[33]  W. J. Nowack Neocortical Dynamics and Human EEG Rhythms , 1995, Neurology.

[34]  Arthur Petrosian,et al.  A comparison of techniques for the prediction of epileptic seizures , 1995, Proceedings Eighth IEEE Symposium on Computer-Based Medical Systems.

[35]  N. E. Clapp,et al.  Nonlinear analysis of EEG for epileptic seizures , 1995 .

[36]  J. Gotman,et al.  A seizure warning system for long-term epilepsy monitoring , 1995, Neurology.

[37]  A D Barbour,et al.  Chance and chaos , 1996 .

[38]  W R Webber,et al.  An approach to seizure detection using an artificial neural network (ANN). , 1996, Electroencephalography and clinical neurophysiology.

[39]  A J Gabor,et al.  Automated seizure detection using a self-organizing neural network. , 1996, Electroencephalography and clinical neurophysiology.

[40]  Perirhinal Cortical Kindling: A Behavioral and Immunohistochemical Study. , 1996 .

[41]  Takeyoshi Maehara,et al.  A New Surgical Method for the Treatment of Hemispheric Dysplastic Lesions. , 1996 .