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Volumn , Issue OCT, 2013, Pages

Fast monitoring of epileptic seizures using recurrence time statistics of electroencephalography

Author keywords

Brain complexity; EEG; Recurrence time; Seizure detection; Seizure propagation

Indexed keywords

BRAIN ELECTRICAL ACTIVITY; EPILEPTIC SEIZURES; INFORMATION DIMENSIONS; KOLMOGOROV ENTROPIES; REAL TIME MONITORING; RECURRENCE TIME; RECURRENCE TIME STATISTICS; SEIZURE DETECTION;

EID: 84886286081     PISSN: 16625188     EISSN: None     Source Type: Journal    
DOI: 10.3389/fncom.2013.00122     Document Type: Article
Times cited : (18)

References (36)
  • 1
    • 33846672121 scopus 로고    scopus 로고
    • A wavelet-chaos methodology for analysis of eegs and eeg subbands to detect seizure and epilepsy
    • doi: 10.1109/TBME.2006.886855
    • Adeli, H., Ghosh-Dastidar, S., and Dadmehr, N. (2007). A wavelet-chaos methodology for analysis of eegs and eeg subbands to detect seizure and epilepsy. IEEE Trans. Biomed. Eng. 54, 205-211. doi: 10.1109/TBME.2006.886855
    • (2007) IEEE Trans. Biomed. Eng , vol.54 , pp. 205-211
    • Adeli, H.1    Ghosh-Dastidar, S.2    Dadmehr, N.3
  • 2
    • 0345306183 scopus 로고    scopus 로고
    • How well can epileptic seizures be predicted? an evaluation of a nonlinear method
    • doi: 10.1093/brain/awg265
    • Aschenbrenner-Scheibe, R., Maiwald, T., Winterhalder, M., Voss, H., Timmer, J., and Schulze-Bonhage, A. (2003). How well can epileptic seizures be predicted? an evaluation of a nonlinear method. Brain 126, 2616. doi: 10.1093/brain/awg265
    • (2003) Brain , vol.126 , pp. 2616
    • Aschenbrenner-Scheibe, R.1    Maiwald, T.2    Winterhalder, M.3    Voss, H.4    Timmer, J.5    Schulze-Bonhage, A.6
  • 3
    • 37649028653 scopus 로고    scopus 로고
    • Detecting dynamical changes in time series using the permutation entropy
    • doi: 10.1103/PhysRevE.70.046217
    • Cao, Y., Tung, W., Gao, J., Protopopescu, V., and Hively, L. (2004). Detecting dynamical changes in time series using the permutation entropy. Phys. Rev. E 70:046217. doi: 10.1103/PhysRevE.70.046217
    • (2004) Phys. Rev. E , vol.70 , pp. 046217
    • Cao, Y.1    Tung, W.2    Gao, J.3    Protopopescu, V.4    Hively, L.5
  • 4
    • 0001436202 scopus 로고    scopus 로고
    • Recurrence time statistics for chaotic systems and their applicaitons
    • doi: 10.1103/PhysRevLett.83.3178
    • Gao, J. (1999). Recurrence time statistics for chaotic systems and their applicaitons. Phys. Rev. Lett. 83, 3178-3181. doi: 10.1103/PhysRevLett.83.3178
    • (1999) Phys. Rev. Lett , vol.83 , pp. 3178-3181
    • Gao, J.1
  • 5
    • 0035363140 scopus 로고    scopus 로고
    • Detecting nonstation-arity and state transitions in a time series
    • doi: 10.1103/PhysRevE.63.066202
    • Gao, J. (2001). Detecting nonstation-arity and state transitions in a time series. Phys. Rev. E 63:066202. doi: 10.1103/PhysRevE.63.066202
    • (2001) Phys. Rev. E , vol.63 , pp. 066202
    • Gao, J.1
  • 6
    • 0034701731 scopus 로고    scopus 로고
    • On the structures and quantification of recurrence plots
    • doi: 10.1016/S0375-9601(00)00304-2
    • Gao, J., and Cai, H. (2000). On the structures and quantification of recurrence plots. Phys. Lett. A 270, 75-87. doi: 10.1016/S0375-9601(00)00304-2
    • (2000) Phys. Lett. A , vol.270 , pp. 75-87
    • Gao, J.1    Cai, H.2
  • 7
    • 18544408619 scopus 로고    scopus 로고
    • Detection of weak transitions in signal dynamics using recurrence time statistics
    • doi: 10.1016/j.physleta.2003.08.018
    • Gao, J., Cao, Y., Gu, L., Harris, J., and Principe, J. (2003). Detection of weak transitions in signal dynamics using recurrence time statistics. Phys. Lett. A 317, 64-72. doi: 10.1016/j.physleta.2003.08.018
    • (2003) Phys. Lett. A , vol.317 , pp. 64-72
    • Gao, J.1    Cao, Y.2    Gu, L.3    Harris, J.4    Principe, J.5
  • 8
    • 30344436964 scopus 로고    scopus 로고
    • Building innovative representations of dna sequences to facilitate gene finding
    • doi: 10.1109/MIS.2005.100
    • Gao, J., Cao, Y., Qi, Y., and Hu, J. (2005a). Building innovative representations of dna sequences to facilitate gene finding. IEEE Intell. Syst. 20, 34-39. doi: 10.1109/MIS.2005.100
    • (2005) IEEE Intell. Syst , vol.20 , pp. 34-39
    • Gao, J.1    Cao, Y.2    Qi, Y.3    Hu, J.4
  • 9
    • 18844456578 scopus 로고    scopus 로고
    • Power-law sensitivity to initial conditions in a time series with applications to epileptic seizure detection
    • doi: 10.1016/j.physa.2005.01.027
    • Gao, J., Tung, W., Cao, Y., Hu, J., and Qi, Y. (2005b). Power-law sensitivity to initial conditions in a time series with applications to epileptic seizure detection. Physica A 353, 613-624. doi: 10.1016/j.physa.2005.01.027
    • (2005) Physica A , vol.353 , pp. 613-624
    • Gao, J.1    Tung, W.2    Cao, Y.3    Hu, J.4    Qi, Y.5
  • 11
    • 80051777026 scopus 로고    scopus 로고
    • Complexity measures of brain wave dynamics
    • doi: 10.1007/s11571-011-9151-3
    • Gao, J., Hu, J., and Tung, W. (2011a). Complexity measures of brain wave dynamics. Cogn. Neurodyn. 5, 171-182. doi: 10.1007/s11571-011-9151-3
    • (2011) Cogn. Neurodyn , vol.5 , pp. 171-182
    • Gao, J.1    Hu, J.2    Tung, W.3
  • 12
    • 80052437426 scopus 로고    scopus 로고
    • Facilitating joint chaos and fractal analysis of biosignals through nonlinear adaptive filtering
    • doi: 10.1371/jour-nal.pone.0024331
    • Gao, J., Hu, J., and Tung, W. (2011b). Facilitating joint chaos and fractal analysis of biosignals through nonlinear adaptive filtering. PLoS ONE 6:e24331. doi: 10.1371/jour-nal.pone.0024331
    • (2011) PLoS ONE , vol.e24331 , pp. 6
    • Gao, J.1    Hu, J.2    Tung, W.3
  • 13
    • 84863003946 scopus 로고    scopus 로고
    • Entropy measures for biological signal analysis
    • doi: 10.1007/s11071-011-0281-2
    • Gao, J., Hu, J., and Tung, W. (2012a). Entropy measures for biological signal analysis. Nonlin. Dyn. 68, 431-444. doi: 10.1007/s11071-011-0281-2
    • (2012) Nonlin. Dyn , vol.68 , pp. 431-444
    • Gao, J.1    Hu, J.2    Tung, W.3
  • 14
    • 84866266876 scopus 로고    scopus 로고
    • Multiscale analysis of physiological data by scale-dependent lyapunov exponent
    • doi: 10.3389/fphys.2011.00110
    • Gao, J., Hu, J., Tung, W., and Blasch, E. (2012b). Multiscale analysis of physiological data by scale-dependent lyapunov exponent. Front. Fractal Physiol. 2:110. doi: 10.3389/fphys.2011.00110
    • (2012) Front. Fractal Physiol , vol.2 , pp. 110
    • Gao, J.1    Hu, J.2    Tung, W.3    Blasch, E.4
  • 15
    • 33845565552 scopus 로고    scopus 로고
    • Distinguishing chaos from noise by scale-dependent lya-punov exponent
    • doi: 10.1103/PhysRevE. 74.066204
    • Gao, J., Hu, J., Tung, W., and Cao, Y. (2006a). Distinguishing chaos from noise by scale-dependent lya-punov exponent. Phys. Rev. E 74:066204. doi: 10.1103/PhysRevE. 74.066204
    • (2006) Phys. Rev. E , vol.74 , pp. 066204
    • Gao, J.1    Hu, J.2    Tung, W.3    Cao, Y.4
  • 16
    • 32844460216 scopus 로고    scopus 로고
    • Assessment of long range correlation in time series: How to avoid pitfalls
    • doi: 10.1103/PhysRevE.73.016117
    • Gao, J., Hu, J., Tung, W., Cao, Y., Sarshar, N., and Roychowdhury, V. (2006b). Assessment of long range correlation in time series: how to avoid pitfalls. Phys. Rev. E 73:016117. doi: 10.1103/PhysRevE.73.016117
    • (2006) Phys. Rev. E , vol.73 , pp. 016117
    • Gao, J.1    Hu, J.2    Tung, W.3    Cao, Y.4    Sarshar, N.5    Roychowdhury, V.6
  • 17
    • 39849089746 scopus 로고    scopus 로고
    • Dense array eeg: Methodology and new hypothesis on epilepsy syndromes
    • doi: 10.1111/j.1528-1167.2008.01505.x
    • Holmes, M. (2008). Dense array eeg: methodology and new hypothesis on epilepsy syndromes. Epilepsia 49(Suppl. 3), 3-14. doi: 10.1111/j.1528-1167.2008.01505.x
    • (2008) Epilepsia , vol.49 , Issue.SUPPL. 3 , pp. 3-14
    • Holmes, M.1
  • 18
    • 37649031559 scopus 로고    scopus 로고
    • Scaling properties of fluctuations in the human electroencephalogram
    • doi: 10.1103/PhysRevE.66.021901
    • Hwa, R., and Ferree, T. (2002). Scaling properties of fluctuations in the human electroencephalogram. Phys. Rev. E 66:021901. doi: 10.1103/PhysRevE.66.021901
    • (2002) Phys. Rev. E , vol.66 , pp. 021901
    • Hwa, R.1    Ferree, T.2
  • 19
    • 0038359358 scopus 로고    scopus 로고
    • Prediction of human epileptic seizures based on optimization and phase changes of brain electrical activity
    • doi: 10.1080/1055678021000054998
    • Iasemidis, L., Pardalos, P., Shiau, D., Chaovalitwongse, W., Narayanan, K., Kumar, S., et al. (2003). Prediction of human epileptic seizures based on optimization and phase changes of brain electrical activity. Optim. Method Softw. 18, 81-104. doi: 10.1080/1055678021000054998
    • (2003) Optim. Method Softw , vol.18 , pp. 81-104
    • Iasemidis, L.1    Pardalos, P.2    Shiau, D.3    Chaovalitwongse, W.4    Narayanan, K.5    Kumar, S.6
  • 20
    • 0025368460 scopus 로고    scopus 로고
    • Hase space topography and the lyapunov exponent of electrocorticograms in partial seizures
    • doi: 10.1007/BF01140588
    • Iasemidis, L., Sackellares, J., Zaveri, H., and Williams, W. (1990). hase space topography and the lyapunov exponent of electrocorticograms in partial seizures. Brain Topogr. 2, 187-201. doi: 10.1007/BF01140588
    • Brain Topogr , vol.2 , pp. 187-201
    • Iasemidis, L.1    Sackellares, J.2    Zaveri, H.3    Williams, W.4
  • 21
    • 0030866812 scopus 로고    scopus 로고
    • Epilepsy in developing countries
    • doi: 10.1111/j.1528-1157.1997.tb01205.x
    • Jallon, P. (1997). Epilepsy in developing countries. Epilepsia 38, 1143-1151. doi: 10.1111/j.1528-1157.1997.tb01205.x
    • (1997) Epilepsia , vol.38 , pp. 1143-1151
    • Jallon, P.1
  • 23
    • 0141941639 scopus 로고    scopus 로고
    • Inability of lyapunov exponents to pre dict epileptic seizures
    • doi: 10.1103/PhysRevLett.91.068102
    • Lai, Y., Harrison, M., Frei, M., and Osorio, I. (2003). Inability of lyapunov exponents to pre dict epileptic seizures. Phys. Rev. Lett. 91:068102. doi: 10.1103/PhysRevLett.91.068102
    • (2003) Phys. Rev. Lett , vol.91 , pp. 068102
    • Lai, Y.1    Harrison, M.2    Frei, M.3    Osorio, I.4
  • 24
    • 0029123213 scopus 로고
    • Spatiotemporal dynamics of the primary epileptogenic area in temporal-lobe epilepsy characterized by neuronal complexity loss
    • doi: 10.1016/0013-4694(95)00071-6
    • Lehnertz, K., and Elger, C. (1995). Spatiotemporal dynamics of the primary epileptogenic area in temporal-lobe epilepsy characterized by neuronal complexity loss. Electroencepphalogr. Clin. Neurophysiol. 95, 108-117. doi: 10.1016/0013-4694(95)00071-6
    • (1995) Electroencepphalogr. Clin. Neurophysiol , vol.95 , pp. 108-117
    • Lehnertz, K.1    Elger, C.2
  • 25
    • 0031239536 scopus 로고    scopus 로고
    • Neuronal complexity loss in temporal lobe epilepsy: Effects of carbamazepine on the dynamics of the epileptogenic focus
    • doi: 10.1016/S0013-4694(97)00027-1
    • Lehnertz, K., and Elger, C. (1997). Neuronal complexity loss in temporal lobe epilepsy: effects of carbamazepine on the dynamics of the epileptogenic focus. Electroencepphalogr. Clin. Neurophysiol. 103, 376-380. doi: 10.1016/S0013-4694(97)00027-1
    • (1997) Electroencepphalogr. Clin. Neurophysiol , vol.103 , pp. 376-380
    • Lehnertz, K.1    Elger, C.2
  • 26
    • 0031721738 scopus 로고    scopus 로고
    • Epileptic seizures can be anticipated by non-linear analysis
    • doi: 10.1038/ 2667
    • Martinerie, J., Adam, C., Quyen, M. L. V., Baulac, M., Clemenceau, S., Renault, B., et al. (1998). Epileptic seizures can be anticipated by non-linear analysis. Nat. Med. 4, 1173-1176. doi: 10.1038/ 2667
    • (1998) Nat. Med , vol.4 , pp. 1173-1176
    • Martinerie, J.1    Adam, C.2    Quyen, M.L.V.3    Baulac, M.4    Clemenceau, S.5    Renault, B.6
  • 27
    • 41849149356 scopus 로고    scopus 로고
    • Two types of remote propagation in mesial temporal epilepsy: Analysis with scalp ictal EEG
    • doi: 10.1097/WNP.0b013e 31816a8f09
    • Napolitano, C., and Orriols, M. (2008). Two types of remote propagation in mesial temporal epilepsy: analysis with scalp ictal EEG. J. Clin. Neurophysiol. 25, 69-76. doi: 10.1097/WNP.0b013e 31816a8f09
    • (2008) J. Clin. Neurophysiol , vol.25 , pp. 69-76
    • Napolitano, C.1    Orriols, M.2
  • 28
    • 35949021230 scopus 로고
    • Gemomtry from time-series
    • doi: 10.1103/PhysRevLett.45.712
    • Packard, N., Crutchfield, J., Farmer, J., and Shaw, R. (1980). Gemomtry from time-series. Phys. Rev. Lett. 45, 712-716. doi: 10.1103/PhysRevLett.45.712
    • (1980) Phys. Rev. Lett , vol.45 , pp. 712-716
    • Packard, N.1    Crutchfield, J.2    Farmer, J.3    Shaw, R.4
  • 29
    • 38649116354 scopus 로고    scopus 로고
    • Eeg source local ization in focal epilepsy: Where are we now?
    • doi: 10.1111/j.1528-1167. 2007.01381.x
    • Plummer, C., Harvey, S., and Cook, M. (2008). Eeg source local ization in focal epilepsy: where are we now? Epilepsia 49, 201-218. doi: 10.1111/j.1528-1167. 2007.01381.x
    • (2008) Epilepsia , vol.49 , pp. 201-218
    • Plummer, C.1    Harvey, S.2    Cook, M.3
  • 30
    • 0034832438 scopus 로고    scopus 로고
    • Epileptic event forewarning from scalp EEG
    • doi: 10.1097/00004691-200105000-00003
    • Protopopescu, V., Hively, L., and Gailey, P. (2001). Epileptic event forewarning from scalp EEG. J. Clin. Neurophysiol. 18, 223-245. doi: 10.1097/00004691-200105000-00003
    • (2001) J. Clin. Neurophysiol , vol.18 , pp. 223-245
    • Protopopescu, V.1    Hively, L.2    Gailey, P.3
  • 31
    • 0035915628 scopus 로고    scopus 로고
    • Anticipation of epileptic seizures from standard EEG recordings
    • doi: 10.1016/S0140-6736(00)03591-1
    • Quyen, M. L. V., Martinerie, J., Navarro, V., Boon, P., D'Have, M., Adam, C., et al. (2001). Anticipation of epileptic seizures from standard EEG recordings. Lancet 357, 183. doi: 10.1016/S0140-6736(00)03591-1
    • (2001) Lancet , vol.357 , pp. 183
    • Quyen, M.L.V.1    Martinerie, J.2    Navarro, V.3    Boon, P.4    D'Have, M.5    Adam, C.6
  • 32
    • 33751278790 scopus 로고
    • Embedology
    • doi: 10.1007/BF01053745
    • Sauer, T., Yorke, J., and Casdagli, M. (1991). Embedology. J. Stat. Phys. 65, 579-616. doi: 10.1007/BF01053745
    • (1991) J. Stat. Phys , vol.65 , pp. 579-616
    • Sauer, T.1    Yorke, J.2    Casdagli, M.3
  • 33
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • eds D. A. Rand and L. S. Young (Berlin: Springer-Verlag
    • Takens, F. (1981). "Detecting strange attractors in turbulence," in Dynamical Systems and Turbulence. Lecture Notes in Mathematics, Vol. 898, eds D. A. Rand and L. S. Young (Berlin: Springer-Verlag), 366.
    • (1981) Dynamical Systems and Turbulence. Lecture Notes In Mathematics , vol.898 , pp. 366
    • Takens, F.1
  • 34
    • 41949119971 scopus 로고    scopus 로고
    • Influence of filters in the detrended fluctuation analysis of digital electroen-cephalographic data
    • doi: 10.1016/j.jneumeth.2008.01.010
    • Valencia, M., Artieda, J., Alegre, M., and Maza, D. (2008). Influence of filters in the detrended fluctuation analysis of digital electroen-cephalographic data. J. Neurosci. Methods 170, 310-316. doi: 10.1016/j.jneumeth.2008.01.010
    • (2008) J. Neurosci. Methods , vol.170 , pp. 310-316
    • Valencia, M.1    Artieda, J.2    Alegre, M.3    Maza, D.4
  • 35
    • 84984590575 scopus 로고    scopus 로고
    • Seizure anticipation in pediatric epilepsy: Use of kol-mogorov entropy
    • doi: 10.1016/S0887-8994(03)00145-0
    • van Drongelen, W., Nayak, S., Frim, D., Kohrman, M., Towle, V., Lee, H., et al. (2003). Seizure anticipation in pediatric epilepsy: use of kol-mogorov entropy. Pediatr. Neurol. 29, 207-213. doi: 10.1016/S0887-8994(03)00145-0
    • (2003) Pediatr. Neurol , vol.29 , pp. 207-213
    • van Drongelen, W.1    Nayak, S.2    Frim, D.3    Kohrman, M.4    Towle, V.5    Lee, H.6
  • 36
    • 0008494528 scopus 로고
    • Determining lyapunov exponents from a time series
    • doi: 10.1016/0167-2789(85)90011-9
    • Wolf, A., Swift, J., Swinney, H., and Vastano, J. (1985). Determining lyapunov exponents from a time series. Physica D 16, 285. doi: 10.1016/0167-2789(85)90011-9
    • (1985) Physica D , vol.16 , pp. 285
    • Wolf, A.1    Swift, J.2    Swinney, H.3    Vastano, J.4


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