메뉴 건너뛰기




Volumn 5, Issue , 2011, Pages

Identification of preseizure states in epilepsy: A data-driven approach for multichannel EEG recordings

Author keywords

EEG; Epilepsy; Epileptic networks; Seizure precursor; Seizure prediction; Synchronization

Indexed keywords

BRAIN; COMPLEX NETWORKS; ELECTROENCEPHALOGRAPHY; NEUROLOGY; SYNCHRONIZATION; TEMPORAL LOGIC;

EID: 84870479917     PISSN: None     EISSN: 16625188     Source Type: Journal    
DOI: 10.3389/fncom.2011.00032     Document Type: Article
Times cited : (28)

References (55)
  • 4
    • 3242675182 scopus 로고    scopus 로고
    • Fourier-, Hilbertand wavelet-based signal analysis: Are they really different approaches
    • Bruns, A. (2004). Fourier-, Hilbertand wavelet-based signal analysis: are they really different approaches? J. Neurosci. Methods 137, 321-332.
    • (2004) J. Neurosci. Methods , vol.137 , pp. 321-332
    • Bruns, A.1
  • 6
    • 0035072959 scopus 로고    scopus 로고
    • Future trends in epileptology
    • Elger, C. E. (2001). Future trends in epileptology. Curr. Opin. Neurol. 14, 185-186.
    • (2001) Curr. Opin. Neurol , vol.14 , pp. 185-186
    • Elger, C.E.1
  • 7
    • 0003137639 scopus 로고
    • Outcome with respect to seizures
    • J. Engel (New York: Raven Press)
    • Engel, J., and Rasmussen, T. B. (1993). “Outcome with respect to seizures,” in Surgical Treatment of Epilepsies, ed. J. Engel (New York: Raven Press), 609-621.
    • (1993) Surgical Treatment of Epilepsies , pp. 609-621
    • Engel, J.1    Rasmussen, T.B.2
  • 10
    • 0030317076 scopus 로고    scopus 로고
    • Descriptive epidemiology of epilepsy: Contributions of population-based studies from Rochester, Minnesota
    • Hauser, W. A., Annegers, J. F., and Rocca, W. A. (1996). Descriptive epidemiology of epilepsy: contributions of population-based studies from Rochester, Minnesota. Mayo Clin. Proc. 71, 576-586.
    • (1996) Mayo Clin. Proc , vol.71 , pp. 576-586
    • Hauser, W.A.1    Annegers, J.F.2    Rocca, W.A.3
  • 11
    • 0002285568 scopus 로고    scopus 로고
    • Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures
    • Iasemidis, L. D., Pardalos, P., Sackellares, J. C., and Shiau, D. S. (2001). Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures. J. Comb. Optim. 5, 9-26.
    • (2001) J. Comb. Optim , vol.5 , pp. 9-26
    • Iasemidis, L.D.1    Pardalos, P.2    Sackellares, J.C.3    Shiau, D.S.4
  • 14
    • 84943709252 scopus 로고
    • Use of ranks in one-criterion variance analysis
    • Kruskal, W. H., and Wallis, W. A. (1952). Use of ranks in one-criterion variance analysis. JASA 47, 583-621.
    • (1952) JASA , vol.47 , pp. 583-621
    • Kruskal, W.H.1    Wallis, W.A.2
  • 16
    • 78650684498 scopus 로고    scopus 로고
    • Long-term variability of global statistical properties of epileptic brain networks
    • Kuhnert, M. T., Elger, C. E., and Lehnertz, K. (2010). Long-term variability of global statistical properties of epileptic brain networks. Chaos 20, 043126
    • (2010) Chaos , vol.20
    • Kuhnert, M.T.1    Elger, C.E.2    Lehnertz, K.3
  • 18
    • 13844253756 scopus 로고    scopus 로고
    • Preictal state identification by synchronization changes in long-term intracranial EEG recordings. Clin
    • Le van Quyen, M., Soss, J., Navarro, V., Robertson, R., Chavez, M., Baulac, M., and Martinerie, J. (2005). Preictal state identification by synchronization changes in long-term intracranial EEG recordings. Clin. Neurophysiol. 116, 559-568.
    • (2005) Neurophysiol , vol.116 , pp. 559-568
    • Le Van Quyen, M.1    Soss, J.2    Navarro, V.3    Robertson, R.4    Chavez, M.5    Baulac, M.6    Martinerie, J.7
  • 19
    • 85029110073 scopus 로고    scopus 로고
    • (2009). “Seizure prediction,”
    • ed. P. A. Schwartzkroin (Oxford: Academic Press)
    • Lehnertz, K. (2009). “Seizure prediction,” in Encyclopedia of Basic Epilepsy Research, Vol. 3, ed. P. A. Schwartzkroin (Oxford: Academic Press), 1314-1320
    • Encyclopedia of Basic Epilepsy Research , vol.3 , pp. 1314-1320
    • Lehnertz, K.1
  • 21
    • 56749135817 scopus 로고    scopus 로고
    • Seizure prediction
    • 2nd Edn, eds J. Jr. Engel and T. A. Pedley (Philadelphia: Lippincott Williams and Wilkins)
    • Lehnertz, K., Le Van Quyen, M., and Litt, B. (2007). “Seizure prediction,” in Epilepsy: A Comprehensive Textbook, 2nd Edn, eds J. Jr. Engel and T. A. Pedley (Philadelphia: Lippincott Williams and Wilkins), 1011-1024
    • (2007) Epilepsy: A Comprehensive Textbook , pp. 1011-1024
    • Lehnertz, K.1    Le Van Quyen, M.2    Litt, B.3
  • 22
    • 47749115285 scopus 로고    scopus 로고
    • Computer modelling of epilepsy. Nat
    • Lytton, W. W. (2008). Computer modelling of epilepsy. Nat. Rev. Neurosci. 9, 626-637.
    • (2008) Rev. Neurosci , vol.9 , pp. 626-637
    • Lytton, W.W.1
  • 23
    • 2942530763 scopus 로고    scopus 로고
    • Comparison of three nonlinear seizure prediction methods by means of the seizure prediction characteristic
    • Maiwald, T., Winterhalder, M., Aschenbrenner-Scheibe, R., Voss, H. U., Schulze-Bonhage, A., and Timmer, J. (2004). Comparison of three nonlinear seizure prediction methods by means of the seizure prediction characteristic. Physica D 194, 357-368
    • (2004) Physica D , vol.194 , pp. 357-368
    • Maiwald, T.1    Winterhalder, M.2    Aschenbrenner-Scheibe, R.3    Voss, H.U.4    Schulze-Bonhage, A.5    Timmer, J.6
  • 24
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Mann, H. B., and Whitney, D. R. (1947). On a test of whether one of two random variables is stochastically larger than the other. Ann. Math. Statist. 18, 50-60.
    • (1947) Ann. Math. Statist , vol.18 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 25
    • 70350721621 scopus 로고    scopus 로고
    • Classification of patterns of EEG synchronization for seizure prediction. Clin
    • Mirowski, P., Madhavan, D., LeCun, Y., and Kuzniecky, R. (2009). Classification of patterns of EEG synchronization for seizure prediction. Clin. Neurophysiol. 120, 1927-1940.
    • (2009) Neurophysiol , vol.120 , pp. 1927-1940
    • Mirowski, P.1    Madhavan, D.2    Lecun, Y.3    Kuzniecky, R.4
  • 26
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • Mormann, F., Andrzejak, R., Elger, C. E., and Lehnertz, K. (2007). Seizure prediction: the long and winding road. Brain 130, 314-333.
    • (2007) Brain , vol.130 , pp. 314-333
    • Mormann, F.1    Rzejak, R.2    Elger, C.E.3    Lehnertz, K.4
  • 27
    • 84977837198 scopus 로고    scopus 로고
    • Seizure prediction: Influence of EEG bandpass filtering on the predictive performance of synchronization measures
    • Mormann, F., Kraskov, A., Kreuz, T., Andrzejak, R. G., Osterhage, H., Elger, C. E., and Lehnertz, K. (2004). Seizure prediction: Influence of EEG bandpass filtering on the predictive performance of synchronization measures. Epilepsia 45(Suppl 7), 62-63.
    • (2004) Epilepsia , vol.45 , pp. 62-63
    • Mormann, F.1    Kraskov, A.2    Kreuz, T.3    Rzejak, R.G.4    Osterhage, H.5    Elger, C.E.6    Lehnertz, K.7
  • 29
    • 33751080073 scopus 로고    scopus 로고
    • Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients
    • Mormann, F., Andrzejak, R. G., Kreuz, T., Rieke, C., David, P., Elger, C. E., and Lehnertz, K. (2003b). Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients. Phys. Rev. E 67, 021912.
    • (2003) Phys. Rev. E , vol.67
    • Mormann, F.1    Rzejak, R.G.2    Kreuz, T.3    Rieke, C.4    David, P.5    Elger, C.E.6    Lehnertz, K.7
  • 31
    • 0034300367 scopus 로고    scopus 로고
    • Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients
    • Mormann, F., Lehnertz, K., David, P., and Elger, C. E. (2000). Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients. Physica D 144, 358-369.
    • (2000) Physica D , vol.144 , pp. 358-369
    • Mormann, F.1    Lehnertz, K.2    David, P.3    Elger, C.E.4
  • 32
    • 33645057477 scopus 로고    scopus 로고
    • Brain stimulation for epilepsy: Can scheduled or responsive neurostimulation stop seizures
    • Morrell, M. (2006). Brain stimulation for epilepsy: can scheduled or responsive neurostimulation stop seizures? Curr. Opin. Neurol. 19, 164-168.
    • (2006) Curr. Opin. Neurol , vol.19 , pp. 164-168
    • Morrell, M.1
  • 33
    • 0027658219 scopus 로고
    • Coping with the uncertainty of uncontrolled epilepsy
    • Murray, J. (1993). Coping with the uncertainty of uncontrolled epilepsy. Seizure 2, 167-178.
    • (1993) Seizure , vol.2 , pp. 167-178
    • Murray, J.1
  • 35
    • 34247169347 scopus 로고    scopus 로고
    • Measuring synchronization in the epileptic brain: A comparison of different approaches
    • Osterhage, H., Mormann, F., Staniek, M., and Lehnertz, K. (2007). Measuring synchronization in the epileptic brain: A comparison of different approaches. Int. J. Bifurcat. Chaos 17, 3539-3544.
    • (2007) Int. J. Bifurcat. Chaos , vol.17 , pp. 3539-3544
    • Osterhage, H.1    Mormann, F.2    Staniek, M.3    Lehnertz, K.4
  • 36
    • 85035246836 scopus 로고    scopus 로고
    • Performance of different synchronization measures in real data: A case study on electroencephalographic signals
    • Quian Quiroga, R., Kraskov, A., Kreuz, T., and Grassberger, P. (2002). Performance of different synchronization measures in real data: a case study on electroencephalographic signals. Phys. Rev. E 65, 041903.
    • (2002) Phys. Rev. E , vol.65
    • Quian Quiroga, R.1    Kraskov, A.2    Kreuz, T.3    Grassberger, P.4
  • 37
    • 0034857509 scopus 로고    scopus 로고
    • Presurgical evaluation of epilepsy
    • Rosenow, F., and Lüders, H. (2001). Presurgical evaluation of epilepsy. Brain 124, 1683-1700.
    • (2001) Brain , vol.124 , pp. 1683-1700
    • Rosenow, F.1    Lüders, H.2
  • 39
    • 75749150039 scopus 로고    scopus 로고
    • A common strategy and database to compare the performance of seizure prediction algorithms
    • Schelter, B., Feldwisch-Drentrup, H., Timmer, J., Gotman, J., and SchulzeBonhage, A. (2010). A common strategy and database to compare the performance of seizure prediction algorithms. Epilepsy Behav. 7, 154-156
    • (2010) Epilepsy Behav , vol.7 , pp. 154-156
    • Schelter, B.1    Feldwisch-Drentrup, H.2    Timmer, J.3    Gotman, J.4    Schulzebonhage, A.5
  • 42
    • 33645050763 scopus 로고    scopus 로고
    • Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction
    • Schelter, B., Winterhalder, M., Maiwald, T., Brandt, A., Schad, A., Schulze-Bonhage, A., and Timmer, J. (2006a). Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction. Chaos 16, 013108.
    • (2006) Chaos , vol.16
    • Schelter, B.1    Winterhalder, M.2    Maiwald, T.3    Brandt, A.4    Schad, A.5    Schulze-Bonhage, A.6    Timmer, J.7
  • 43
    • 33845621608 scopus 로고    scopus 로고
    • Do false predictions of seizures depend on the state of vigilance? A report from two seizure-prediction methods and proposed remedies
    • Schelter, B., Winterhalder, M., Maiwald, T., Brandt, A., Schad, A., Timmer, J., and Schulze-Bonhage, A. (2006b). Do false predictions of seizures depend on the state of vigilance? A report from two seizure-prediction methods and proposed remedies. Epilepsia 47, 2058-2070.
    • (2006) Epilepsia , vol.47 , pp. 2058-2070
    • Schelter, B.1    Winterhalder, M.2    Maiwald, T.3    Brandt, A.4    Schad, A.5    Timmer, J.6    Schulze-Bonhage, A.7
  • 44
    • 0345792394 scopus 로고    scopus 로고
    • Surrogate time series
    • Schreiber, T., and Schmitz, A. (2000). Surrogate time series. Physica D 142, 346-382.
    • (2000) Physica D , vol.142 , pp. 346-382
    • Schreiber, T.1    Schmitz, A.2
  • 46
    • 59649124353 scopus 로고    scopus 로고
    • The statistics of a practical seizure warning system
    • Snyder, D. E., Echauz, J., Grimes, D. B., and Litt, B. (2008). The statistics of a practical seizure warning system. J. Neural Eng. 5, 392-401.
    • (2008) J. Neural Eng , vol.5 , pp. 392-401
    • Snyder, D.E.1    Echauz, J.2    Grimes, D.B.3    Litt, B.4
  • 47
    • 77957370726 scopus 로고    scopus 로고
    • The postictal EEG
    • So, N. K., and Blume, W. T. (2010). The postictal EEG. Epilepsy Behav. 19, 121-126.
    • (2010) Epilepsy Behav , vol.19 , pp. 121-126
    • So, N.K.1    Blume, W.T.2
  • 49
    • 57349160480 scopus 로고    scopus 로고
    • Intracranial electrodes
    • 2nd Edn, eds J. Jr. Engel and T. A. Pedley (Philadelphia: Lippincott Williams and Wilkins)
    • Spencer, S. S., Sperling, M. R., Shewmon, A., and Kahane, P. (2007). “Intracranial electrodes,” in Epilepsy: A Comprehensive Textbook, 2nd Edn, eds J. Jr. Engel and T. A. Pedley (Philadelphia: Lippincott Williams and Wilkins), 1791-1815.
    • (2007) Epilepsy: A Comprehensive Textbook , pp. 1791-1815
    • Spencer, S.S.1    Sperling, M.R.2    Shewmon, A.3    Kahane, P.4
  • 50
    • 42049103629 scopus 로고    scopus 로고
    • Technology insight: Neuroengineering and epilepsy-designing devices for seizure control
    • Stacey, W. C., and Litt, B. (2008). Technology insight: Neuroengineering and epilepsy-designing devices for seizure control. Nat. Clin. Pract. Neurol. 4, 190-201.
    • (2008) Nat. Clin. Pract. Neurol , vol.4 , pp. 190-201
    • Stacey, W.C.1    Litt, B.2
  • 51
    • 1642513779 scopus 로고    scopus 로고
    • Brain stimulation for epilepsy
    • Theodore, W. H., and Fisher, R. S. (2004). Brain stimulation for epilepsy. Lancet Neurol. 3, 111-118.
    • (2004) Lancet Neurol , vol.3 , pp. 111-118
    • Theodore, W.H.1    Fisher, R.S.2
  • 54
    • 33947108330 scopus 로고    scopus 로고
    • A stochastic framework for evaluating seizure prediction algorithms using hidden Markov models
    • Wong, S., Gardner, A. B., Krieger, A. M., and Litt, B. (2007). A stochastic framework for evaluating seizure prediction algorithms using hidden Markov models. J. Neurophysiol. 97, 2525-2532.
    • (2007) J. Neurophysiol , vol.97 , pp. 2525-2532
    • Wong, S.1    Gardner, A.B.2    Krieger, A.M.3    Litt, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.