Nonlinear Epilepsy Forewarning by Support Vector Machines

Jacob A Bubacz, Hana T Chmielewski, Alexander E Pape, Andrew J Depersio, Lee M Hively, Robert K Abercrombie, Shane Boone, Phase Space Dissimilarity Measures for Structural Health Monitoring Oak Ridge National Laboratory. ,(2011) , 10.2172/1029952

Vladimir A. Protopopescu, Lee M. Hively, Nancy B. Munro, Enhancements in epilepsy forewarning via phase-space dissimilarity. Journal of Clinical Neurophysiology. ,vol. 22, pp. 402- 409 ,(2005) , 10.1097/01.WNP.0000184010.00653.EA

Floris Takens, Detecting strange attractors in turbulence Lecture Notes in Mathematics. ,vol. 898, pp. 366- 381 ,(1981) , 10.1007/BFB0091924

L.M. Hively, N.E. Clapp, C.S. Daw, W.F. Lawkins, M.L. Eisenstadt, Nonlinear analysis of EEG for epileptic seizures Other Information: PBD: Apr 1995. ,(1995) , 10.2172/366563

C. Van den Broeck, J. M. R. Parrondo, R. Toral, Noise-induced nonequilibrium phase transition. Physical Review Letters. ,vol. 73, pp. 3395- 3398 ,(1994) , 10.1103/PHYSREVLETT.73.3395

Roberto Franzosi, Marco Pettini, Topology and phase transitions II. Theorem on a necessary relation Nuclear Physics. ,vol. 782, pp. 219- 240 ,(2007) , 10.1016/J.NUCLPHYSB.2007.04.035

Francesca Pittau, Paolo Tinuper, Francesca Bisulli, Ilaria Naldi, Pietro Cortelli, Antonietta Bisulli, Carlotta Stipa, Daniela Cevolani, Raffaele Agati, Marco Leonardi, Agostino Baruzzi, Videopolygraphic and functional MRI study of musicogenic epilepsy. A case report and literature review Epilepsy & Behavior. ,vol. 13, pp. 685- 692 ,(2008) , 10.1016/J.YEBEH.2008.05.004

Bethany Percha, Rhonda Dzakpasu, Michał Żochowski, Jack Parent, Transition from local to global phase synchrony in small world neural network and its possible implications for epilepsy. Physical Review E. ,vol. 72, pp. 031909- 031909 ,(2005) , 10.1103/PHYSREVE.72.031909

Susan Arthurs, Hitten P. Zaveri, Mark G. Frei, Ivan Osorio, Patient and caregiver perspectives on seizure prediction Epilepsy & Behavior. ,vol. 19, pp. 474- 477 ,(2010) , 10.1016/J.YEBEH.2010.08.010

Vladimir A. Protopopescu, Lee M. Hively, Paul C. Gailey, Epileptic event forewarning from scalp EEG. Journal of Clinical Neurophysiology. ,vol. 18, pp. 223- 245 ,(2001) , 10.1097/00004691-200105000-00003