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Volumn 21, Issue 6, 2013, Pages 880-886

Seizure prediction using spike rate of intracranial EEG

Author keywords

Electroencephalogram (EEG) spikes; morphological filter; seizure prediction; spike rate

Indexed keywords

ELECTRO-ENCEPHALOGRAM (EEG); HIGH FREQUENCY ARTIFACTS; IMPLANTABLE DEVICES; INTRACRANIAL EEG; LOW COMPUTATIONAL COMPLEXITY; MORPHOLOGICAL FILTERS; MORPHOLOGY FILTER; SEIZURE PREDICTION;

EID: 84888080811     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2013.2282153     Document Type: Article
Times cited : (158)

References (32)
  • 4
    • 0032169619 scopus 로고    scopus 로고
    • Prediction of epileptic seizures from two-channel EEG
    • Sep.
    • Y. Salant, I. Gath, and O. Henriksen, "Prediction of epileptic seizures from two-channel EEG," Med. Biol. Eng. Comput., vol. 36, no. 5, pp. 549-556, Sep. 1998.
    • (1998) Med. Biol. Eng. Comput. , vol.36 , Issue.5 , pp. 549-556
    • Salant, Y.1    Gath, I.2    Henriksen, O.3
  • 6
    • 7744226705 scopus 로고    scopus 로고
    • Prediction of epileptic seizures using accumulated energy in a multiresolution framework
    • DOI 10.1016/j.jneumeth.2004.03.016, PII S0165027004001268
    • S. Gigola, F. Ortiz, C. E. D'Attellis,W. Silva, and S. Kochen, "Prediction of epileptic seizures using accumulated energy in amultiresolution framework," J. Neurosci.Methods, vol. 138, no. 1-2, pp. 107-111, Sep. 2004. (Pubitemid 39485983)
    • (2004) Journal of Neuroscience Methods , vol.138 , Issue.1-2 , pp. 107-111
    • Gigola, S.1    Ortiz, F.2    D'Attellis, C.E.3    Silva, W.4    Kochen, S.5
  • 7
    • 0025368460 scopus 로고
    • Phase space topography and the lyapunov exponent of electrocorticograms in partial seizures
    • DOI 10.1007/BF01140588
    • L. D. Iasemidis, J. C. Sackellares, H. P. Zaveri, and W. J. Williams, "Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures," Brain Topogr., vol. 2, no. 3, pp. 187-201, Mar. 1990. (Pubitemid 20237635)
    • (1990) Brain Topography , vol.2 , Issue.3 , pp. 187-201
    • Iasemidis, L.D.1    Sackellares, J.C.2    Zaveri, H.P.3    Williams, W.J.4
  • 10
    • 0033551578 scopus 로고    scopus 로고
    • Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings
    • M. Le Van Quyen, J. Martinerie, M. Baulac, and F. Varela, "Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings," Neuroreport, vol. 10, no. 10, pp. 2149-2155, Jul. 1999. (Pubitemid 29394063)
    • (1999) NeuroReport , vol.10 , Issue.10 , pp. 2149-2155
    • Le Van Quyen, M.1    Martinerie, J.2    Baulac, M.3    Varela, F.4
  • 11
    • 0002285568 scopus 로고    scopus 로고
    • Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures
    • DOI 10.1023/A:1009877331765
    • L. D. Iasemidis, P. Pardalos, J. C. Sackellares, and D. Shiau, "Quadratic binary programming and dynamical system approach to determine the predictability of epileptic Seizures," J. Comb. Optim., vol. 5, no. 1, pp. 9-26, 2001. (Pubitemid 33635451)
    • (2001) Journal of Combinatorial Optimization , vol.5 , Issue.1 , pp. 9-26
    • Iasemidis, L.D.1    Pardalos, P.2    Sackellares, J.C.3    Shiau, D.-S.4
  • 12
    • 0036230443 scopus 로고    scopus 로고
    • EEG analysis with simulated neuronal cell models helps to detect pre-seizure changes
    • DOI 10.1016/S1388-2457(02)00032-9, PII S1388245702000329
    • K. Schindler, R. Wiest, M. Kollar, and F. Donati, "EEG analysis with simulated neuronal cell cell models helps to detect pre-seizure changes," Clin. Neurophysiol., vol. 113, no. 4, pp. 604-614, Apr. 2002. (Pubitemid 34327394)
    • (2002) Clinical Neurophysiology , vol.113 , Issue.4 , pp. 604-614
    • Schindler, K.1    Wiest, R.2    Kollar, M.3    Donati, F.4
  • 13
    • 0037359431 scopus 로고    scopus 로고
    • Epileptic seizures are preceded by a decrease in synchronization
    • DOI 10.1016/S0920-1211(03)00002-0
    • F. Mormann, T. Kreuz, R. G. Andrzejak, P. David, K. Lehnertz, and C. E. Elger, "Epileptic seizures are preceded by a decrease in synchronization," Epilepsy Res., vol. 53, no. 3, pp. 173-185, Mar. 2003. (Pubitemid 36419610)
    • (2003) Epilepsy Research , vol.53 , Issue.3 , pp. 173-185
    • Mormann, F.1    Kreuz, T.2    Andrzejak, R.G.3    David, P.4    Lehnertz, K.5    Elger, C.E.6
  • 16
    • 0036900971 scopus 로고    scopus 로고
    • Spike detection: A review and comparison of algorithms
    • DOI 10.1016/S1388-2457(02)00297-3, PII S1388245702002973
    • S. B. Wilson and R. Emerson, "Spike detection: A review and comparison of algorithms," Clin. Neurophysiol., vol. 113, no. 12, pp. 1873-1881, Dec. 2002. (Pubitemid 35441054)
    • (2002) Clinical Neurophysiology , vol.113 , Issue.12 , pp. 1873-1881
    • Wilson, S.B.1    Emerson, R.2
  • 17
    • 0032006582 scopus 로고    scopus 로고
    • A new interpretation of nonlinear energy operator and its efficacy in spike detection
    • DOI 10.1109/10.661266
    • S. Mukhopadhyay and G. C. Ray, "A new interpretation of nonlinear energy operator and its efficiency in spike detection," IEEE Trans. Biomed. Eng., vol. 45, no. 2, pp. 180-187, Feb. 1998. (Pubitemid 28128237)
    • (1998) IEEE Transactions on Biomedical Engineering , vol.45 , Issue.2 , pp. 180-187
    • Mukhopadhyay, S.1    Ray, G.C.2
  • 19
    • 0034092592 scopus 로고    scopus 로고
    • Automatic spike detection via an articial neural network using raw EEG data: Effects of data preparation and implications in the limitations of online recognition
    • Mar.
    • C. W. Ko and H. W. Chung, "Automatic spike detection via an articial neural network using raw EEG data: Effects of data preparation and implications in the limitations of online recognition," Clin. Neurophysiol., vol. 111, no. 3, pp. 477-481, Mar. 2000.
    • (2000) Clin. Neurophysiol. , vol.111 , Issue.3 , pp. 477-481
    • Ko, C.W.1    Chung, H.W.2
  • 20
    • 23844449187 scopus 로고    scopus 로고
    • Adaptive time-frequency parameterization of epileptic spikes
    • May
    • P. J. Durka, "Adaptive time-frequency parameterization of epileptic spikes," Phys. Rev. E Stat. Nonlin. Soft. Matter Phys., vol. 69, no. 5, pp. 1-6, May 2004.
    • (2004) Phys. Rev. e Stat. Nonlin. Soft. Matter Phys. , vol.69 , Issue.5 , pp. 1-6
    • Durka, P.J.1
  • 21
    • 45549091471 scopus 로고    scopus 로고
    • A multi-levelwavelet approach for automatic detection of epileptic spikes in the electroencephalogram
    • May
    • K. P. Indiradevi, E. Eliasa, P. S. Sathidevi, S. D. Nayak, and K. Radhakrishnan, "A multi-levelwavelet approach for automatic detection of epileptic spikes in the electroencephalogram," Comput. Biol.Med., vol. 38, no. 5, pp. 805-816, May 2008.
    • (2008) Comput. Biol.Med. , vol.38 , Issue.5 , pp. 805-816
    • Indiradevi, K.P.1    Eliasa, E.2    Sathidevi, P.S.3    Nayak, S.D.4    Radhakrishnan, K.5
  • 22
    • 0021028374 scopus 로고
    • Temporo-spatial patterns of pre-ictal spike activity in human temporal lobe epilepsy
    • DOI 10.1016/0013-4694(83)90022-6
    • H. H. Lange, J. P. Lieb, J. Engel, Jr., and P. H. Crandall, "Temporo-spatial patterns of pre-ictal spike activity in human temporal lobe epilepsy," Electroencephalogr. Clin. Neurophysiol., vol. 56, no. 6, pp. 543-555, Dec. 1983. (Pubitemid 14218271)
    • (1983) Electroencephalography and Clinical Neurophysiology , vol.56 , Issue.6 , pp. 543-555
    • Lange, H.H.1    Lieb, J.P.2    Engel Jr., J.3    Crandall, P.H.4
  • 25
    • 0023400884 scopus 로고
    • Morphological filters - Part I: Their set - Theoretic analysis and relations to linear shift - Invariant filters
    • P. Maragos and R. W. Schafer, "Morphological filters-Part 1: Their set-theoretic analysis and relations to linear shift-invariant filters," IEEE Trans. Speech Signal Process., vol. 35, no. 8, pp. 1153-1169, Aug. 1987. (Pubitemid 17651298)
    • (1987) IEEE Transactions on Acoustics, Speech, and Signal Processing , vol.ASSP-35 , Issue.8 , pp. 1153-1169
    • Maragos, P.1    Schafer Ronald, W.2
  • 26
    • 0023400430 scopus 로고
    • Morphological filters - Part II: Their relations to median, order - statistic, and stack filters
    • P. Maragos and R. W. Schafer, "Morphological filters-Part 2: Their relations on median, order statistic and stack filters," IEEE Trans. Speech Signal Process., vol. 35, no. 8, pp. 1170-1184, Aug. 1987. (Pubitemid 17651297)
    • (1987) IEEE Transactions on Acoustics, Speech, and Signal Processing , vol.ASSP-35 , Issue.8 , pp. 1170-1184
    • Maragos, P.1    Schafer Ronald, W.2
  • 27
    • 0025415163 scopus 로고
    • Morphological systems for multidimensional signal processing
    • DOI 10.1109/5.54808
    • P. Maragos and R. W. Schafer, "Morphological system for multidimensional signal processing," Proc. IEEE, vol. 78, no. 4, pp. 690-710, Apr. 1990. (Pubitemid 20702859)
    • (1990) Proceedings of the IEEE , vol.78 , Issue.4 , pp. 690-710
    • Maragos Petros1    Schafer Ronald, W.2
  • 28
    • 34548418105 scopus 로고    scopus 로고
    • A spike detection method in EEG based on improved morphological filter
    • DOI 10.1016/j.compbiomed.2007.03.005, PII S0010482507000625
    • G. H. Xu, J. Wangb, Q. Zhang, S. C. Zhang, and J. M. Zhu, "A spike detection method in EEG based on improved morphological filter," Comput. Biol. Med., vol. 37, no. 11, pp. 1647-1652, Nov. 2007. (Pubitemid 47362107)
    • (2007) Computers in Biology and Medicine , vol.37 , Issue.11 , pp. 1647-1652
    • Xu, G.1    Wang, J.2    Zhang, Q.3    Zhang, S.4    Zhu, J.5
  • 29
    • 0141726859 scopus 로고    scopus 로고
    • The seizure prediction characteristics: A general framework to assess and compare seizure prediction methods
    • DOI 10.1016/S1525-5050(03)00105-7
    • M. Winterhalder, T. Maiwald, H. U. Voss, R. Aschenbrenner-Scheibe, J. Timmer, and A. Schulze-Bonhage, "The seizure prediction characteristic: A general framework to assess and compare seizure prediction methods," Epilepsy Behav., vol. 4, no. 3, pp. 318-325, Jun. 2003. (Pubitemid 37184607)
    • (2003) Epilepsy and Behavior , vol.4 , Issue.3 , pp. 318-325
    • Winterhalder, M.1    Maiwald, T.2    Voss, H.U.3    Aschenbrenner-Scheibe, R.4    Timmer, J.5    Schulze-Bonhage, A.6
  • 30
    • 33749627397 scopus 로고    scopus 로고
    • Spatio-temporal patient-individual assessment of synchronization changes for epileptic seizure prediction
    • DOI 10.1016/j.clinph.2006.07.312, PII S1388245706013794
    • M. Winterhalder, B. Schelter, T. Maiwald, A. Brand, A. Schad, A. Schulze-Bonhage, and J. Timmer, "Spatio-temporal patient-individual assessment of synchronization changes for epileptic seizure prediction," Clin. Neurophysiol., vol. 117, no. 11, pp. 2399-2413, Nov. 2006. (Pubitemid 44548503)
    • (2006) Clinical Neurophysiology , vol.117 , Issue.11 , pp. 2399-2413
    • Winterhalder, M.1    Schelter, B.2    Maiwald, T.3    Brandt, A.4    Schad, A.5    Schulze-Bonhage, A.6    Timmer, J.7
  • 31
    • 70350721621 scopus 로고    scopus 로고
    • Classification of patterns of EEG synchronization for seizure prediction
    • Nov.
    • P. Mirowski, D. Madhavan, Y. LeCun, and R. Kuzniecky, "Classification of patterns of EEG synchronization for seizure prediction," Clin. Neurophysiol., vol. 120, no. 11, pp. 1927-1940, Nov. 2009.
    • (2009) Clin. Neurophysiol. , vol.120 , Issue.11 , pp. 1927-1940
    • Mirowski, P.1    Madhavan, D.2    Lecun, Y.3    Kuzniecky, R.4
  • 32
    • 80053063924 scopus 로고    scopus 로고
    • Seizure prediction with spectral power of EEG using cost-sensitive support vector machines
    • Oct.
    • Y. Park, L. Luo, K. K. Parhi, and T. Netoff, "Seizure prediction with spectral power of EEG using cost-sensitive support vector machines," Epilepsia, vol. 52, no. 10, pp. 1761-1770, Oct. 2011.
    • (2011) Epilepsia , vol.52 , Issue.10 , pp. 1761-1770
    • Park, Y.1    Luo, L.2    Parhi, K.K.3    Netoff, T.4


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