메뉴 건너뛰기




Volumn 9, Issue 6, 2014, Pages

Predicting epileptic seizures in advance

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCE SEIZURE PREDICTION VIA PRE ICTAL RELABELING; ALGORITHM; ARTICLE; CLINICAL ARTICLE; COMPUTER PROGRAM; DATA BASE; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPHY; HUMAN; MACHINE LEARNING; PREDICTION; SEIZURE; SENSITIVITY AND SPECIFICITY; BIOLOGICAL MODEL; EPILEPSY; INFORMATION PROCESSING; PROGNOSIS; REPRODUCIBILITY; SUPPORT VECTOR MACHINE;

EID: 84902592116     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0099334     Document Type: Article
Times cited : (97)

References (64)
  • 1
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • DOI 10.1093/brain/awl241
    • Mormann F, Andrzejak RG, Elger CE, Lehnertz K (2007) Seizure prediction: the long and winding road. Brain 130: 314-333. doi:10.1093/brain/awl241. (Pubitemid 46181087)
    • (2007) Brain , vol.130 , Issue.2 , pp. 314-333
    • Mormann, F.1    Andrzejak, R.G.2    Elger, C.E.3    Lehnertz, K.4
  • 2
    • 0020514299 scopus 로고
    • Why does epilepsy become intractable? Prevention of chronic epilepsy
    • Reynolds EH, Elwes R, Shorvon SD (1983) Why does epilepsy become intractable?: prevention of chronic epilepsy. The Lancet 322: 952-954. (Pubitemid 13009294)
    • (1983) Lancet , vol.2 , Issue.8356 , pp. 952-954
    • Reynolds, E.H.1    Elwes, R.D.2    Shorvon, S.D.3
  • 3
    • 40849139088 scopus 로고    scopus 로고
    • Modern management of epilepsy: A practical approach
    • doi:10.1016/j.yebeh.2008.01.003
    • Elger CE, Schmidt D (2008) Modern management of epilepsy: A practical approach. Epilepsy & Behavior 12: 501-539. doi:10.1016/j.yebeh.2008.01.003.
    • (2008) Epilepsy & Behavior , vol.12 , pp. 501-539
    • Elger, C.E.1    Schmidt, D.2
  • 5
    • 67349125387 scopus 로고    scopus 로고
    • The role of EEG in epilepsy: A critical review
    • doi:10.1016/j.yebeh.2009.02.035
    • Noachtar S, Rémi J (2009) The role of EEG in epilepsy: a critical review. Epilepsy Behav 15: 22-33. doi:10.1016/j.yebeh.2009.02.035.
    • (2009) Epilepsy Behav , vol.15 , pp. 22-33
    • Noachtar, S.1    Rémi, J.2
  • 7
    • 0032730265 scopus 로고    scopus 로고
    • Noninvasive continuous monitoring of cerebral oxygenation periictally using near-infrared spectroscopy: A preliminary report
    • DOI 10.1111/j.1528-1157.1999.tb02030.x
    • Adelson PD, Nemoto E, Scheuer M, Painter M, Morgan J, et al. (1999) Noninvasive Continuous Monitoring of Cerebral Oxygenation Periictally Using Near-Infrared Spectroscopy: A Preliminary Report. Epilepsia 40: 1484-1489. doi:10.1111/j.1528-1157.1999.tb02030.x. (Pubitemid 29518075)
    • (1999) Epilepsia , vol.40 , Issue.11 , pp. 1484-1489
    • Adelson, P.D.1    Nemoto, E.2    Scheuer, M.3    Painter, M.4    Morgan, J.5    Yonas, H.6
  • 8
    • 23444442556 scopus 로고    scopus 로고
    • Functional MRI of the pre-ictal state
    • doi:10.1093/brain/awh533
    • Federico P (2005) Functional MRI of the pre-ictal state. Brain 128: 1811-1817. doi:10.1093/brain/awh533.
    • (2005) Brain , vol.128 , pp. 1811-1817
    • Federico, P.1
  • 10
    • 0033954491 scopus 로고    scopus 로고
    • An automated drug delivery system for focal epilepsy
    • DOI 10.1016/S0920-1211(99)00107-2, PII S0920121199001072
    • Stein AG, Eder HG, Blum DE, Drachev A, Fisher RS (2000) An automated drug delivery system for focal epilepsy. Epilepsy Research 39: 103-114. (Pubitemid 30089582)
    • (2000) Epilepsy Research , vol.39 , Issue.2 , pp. 103-114
    • Stein, A.G.1    Eder, H.G.2    Blum, D.E.3    Drachev, A.4    Fisher, R.S.5
  • 11
    • 1642513779 scopus 로고    scopus 로고
    • Brain stimulation for epilepsy
    • DOI 10.1016/S1474-4422(03)00664-1
    • Theodore WH, Fisher RS (2004) Brain stimulation for epilepsy. The Lancet Neurology 3: 111-118. doi:10.1016/S1474-4422(03)00664-1. (Pubitemid 38121314)
    • (2004) Lancet Neurology , vol.3 , Issue.2 , pp. 111-118
    • Theodore, W.H.1    Fisher, R.S.2
  • 12
    • 0346992326 scopus 로고    scopus 로고
    • Epilepsies as Dynamical Diseases of Brain Systems: Basic Models of the Transition between Normal and Epileptic Activity
    • da Silva FL, Blanes W, Kalitzin SN, Parra J, Suffczynski P, et al. (2003) Epilepsies as Dynamical Diseases of Brain Systems: Basic Models of the Transition Between Normal and Epileptic Activity. Epilepsia 44: 72-83. doi:10.1111/j.0013-9580.2003.12005.x. (Pubitemid 38018123)
    • (2003) Epilepsia , vol.44 , Issue.12 SUPPL. , pp. 72-83
    • Lopes, D.S.F.1    Blanes, W.2    Kalitzin, S.N.3    Parra, J.4    Suffczynski, P.5    Velis, D.N.6
  • 14
    • 0019784725 scopus 로고
    • On the prediction of epileptic seizures
    • Rogowski Z, Gath I, Bental E (1981) On the prediction of epileptic seizures. Biol Cybern 42: 9-15. doi:10.1007/BF00335153. (Pubitemid 12212443)
    • (1981) Biological Cybernetics , vol.42 , Issue.1 , pp. 9-15
    • Rogowski, Z.1    Gath, I.2    Bental, E.3
  • 15
    • 0032169619 scopus 로고    scopus 로고
    • Prediction of epileptic seizures from two-channel EEG
    • doi:10.1007/BF02524422
    • Salant Y, Gath I, Henriksen O (1998) Prediction of epileptic seizures from two-channel EEG. Med Biol Eng Comput 36: 549-556. doi:10.1007/BF02524422.
    • (1998) Med Biol Eng Comput , vol.36 , pp. 549-556
    • Salant, Y.1    Gath, I.2    Henriksen, O.3
  • 16
    • 0020077995 scopus 로고
    • Prediction of spike-wave bursts in absence epilepsy by EEG power-spectrum signals
    • Siegel A, Grady CL, Mirsky AF (1982) Prediction of spike-wave bursts in absence epilepsy by EEG power-spectrum signals. Epilepsia 23: 47-60. (Pubitemid 12192824)
    • (1982) Epilepsia , vol.23 , Issue.1 , pp. 47-60
    • Siegel, A.1    Grady, C.L.2    Mirsky, A.F.3
  • 17
    • 0033551578 scopus 로고    scopus 로고
    • Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings
    • Le Van Quyen M, Martinerie J, Baulac M, Varela F (1999) Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings. Neuroreport 10: 2149-2155. (Pubitemid 29394063)
    • (1999) NeuroReport , vol.10 , Issue.10 , pp. 2149-2155
    • Le, V.Q.M.1    Martinerie, J.2    Baulac, M.3    Varela, F.4
  • 18
    • 0025368460 scopus 로고
    • Phase space topography and the lyapunov exponent of electrocorticograms in partial seizures
    • DOI 10.1007/BF01140588
    • Iasemidis LD, Sackellares JC, Zaveri HP, Williams WJ (1990) Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures. Brain Topogr 2: 187-201. (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
  • 19
    • 17744399912 scopus 로고    scopus 로고
    • Epileptic seizures may begin hours in advance of clinical onset: A report of five patients
    • doi:10.1016/S0896-6273(01)00262-8
    • Litt B, Esteller R, Echauz J, D'Alessandro M, Shor R, et al. (2001) Epileptic seizures may begin hours in advance of clinical onset: a report of five patients. Neuron 30: 51-64. doi:10.1016/S0896-6273(01)00262-8.
    • (2001) Neuron , vol.30 , pp. 51-64
    • Litt, B.1    Esteller, R.2    Echauz, J.3    D'Alessandro, M.4    Shor, R.5
  • 20
    • 13844297520 scopus 로고    scopus 로고
    • Accumulated energy revisited
    • DOI 10.1016/j.clinph.2004.08.022
    • Harrison MAF, Frei MG, Osorio I (2005) Accumulated energy revisited. Clinical Neurophysiology 116: 527-531. doi:10.1016/j.clinph.2004.08.022. (Pubitemid 40249820)
    • (2005) Clinical Neurophysiology , vol.116 , Issue.3 , pp. 527-531
    • Harrison, M.A.F.1    Frei, M.G.2    Osorio, I.3
  • 22
    • 20744431616 scopus 로고    scopus 로고
    • Performance of a seizure warning algorithm based on the dynamics of intracranial EEG
    • DOI 10.1016/j.eplepsyres.2005.03.009, PII S0920121105000525
    • Chaovalitwongse W, Iasemidis LD, Pardalos PM, Carney PR, Shiau DS, et al. (2005) Performance of a seizure warning algorithm based on the dynamics of intracranial EEG. Epilepsy Research 64: 93-113. doi:10.1016/j.eplepsyres.2005. 03.009. (Pubitemid 40853923)
    • (2005) Epilepsy Research , vol.64 , Issue.3 , pp. 93-113
    • Chaovalitwongse, W.1    Iasemidis, L.D.2    Pardalos, P.M.3    Carney, P.R.4    Shiau, D.-S.5    Sackellares, J.C.6
  • 24
    • 84902595994 scopus 로고    scopus 로고
    • Available
    • Epilepsy.uni-freiburg.de (2007) EEG Database - Seizure Prediction Project Freiburg. Available: https://epilepsy.uni-freiburg.de/freiburg-seizure- prediction-project/eeg-database.
    • (2007) EEG Database - Seizure Prediction Project Freiburg
  • 31
    • 34247849152 scopus 로고    scopus 로고
    • Training a support vector machine in the primal
    • doi:10.1162/neco.2007.19.5.1155
    • Chapelle O (2007) Training a support vector machine in the primal. Neural Comput 19: 1155-1178. doi:10.1162/neco.2007.19.5.1155.
    • (2007) Neural Comput , vol.19 , pp. 1155-1178
    • Chapelle, O.1
  • 34
    • 84902595986 scopus 로고    scopus 로고
    • Available: Accessed 2014 May 18
    • Epilepsiae (2013) EPILAB Software - Epilepsiae. Available: http://www.epilepsiae.eu/project-outputs/epilab-software. Accessed 2014 May 18.
    • (2013) EPILAB Software - Epilepsiae
  • 36
    • 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
    • Gigola S, Ortiz F, D'Attellis CE, Silva W, Kochen S (2004) Prediction of epileptic seizures using accumulated energy in a multiresolution framework. Journal of Neuroscience Methods 138: 107-111. doi:10.1016/j.jneumeth.2004.03. 016. (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
  • 41
    • 43949166788 scopus 로고
    • A practical method for calculating largest Lyapunov exponents from small data sets
    • doi:10.1016/0167-2789(93)90009-P
    • Rosenstein MT, Collins JJ, De Luca CJ (1993) A practical method for calculating largest Lyapunov exponents from small data sets. Physica D: Nonlinear Phenomena 65: 117-134. doi:10.1016/0167-2789(93)90009-P.
    • (1993) Physica D: Nonlinear Phenomena , vol.65 , pp. 117-134
    • Rosenstein, M.T.1    Collins, J.J.2    De Luca, C.J.3
  • 42
    • 0001870258 scopus 로고
    • A robust method to estimate the maximal Lyapunov exponent of a time series
    • doi:10.1016/0375-9601(94)90991-1
    • Kantz H (1994) A robust method to estimate the maximal Lyapunov exponent of a time series. Physics Letters A 185: 77-87. doi:10.1016/0375-9601(94)90991- 1.
    • (1994) Physics Letters A , vol.185 , pp. 77-87
    • Kantz, H.1
  • 46
    • 0037445135 scopus 로고    scopus 로고
    • Anticipation of epileptic seizures from standard EEG recordings
    • doi:10.1016/S0140-6736(03)12780-8
    • De Clercq W, Lemmerling P, Van Huffel S, Van Paesschen W (2003) Anticipation of epileptic seizures from standard EEG recordings. The Lancet 361: 971-971. doi:10.1016/S0140-6736(03)12780-8.
    • (2003) The Lancet , vol.361 , pp. 971-971
    • De Clercq, W.1    Lemmerling, P.2    Van Huffel, S.3    Van Paesschen, W.4
  • 47
    • 0031721738 scopus 로고    scopus 로고
    • Epileptic seizures can be anticipated by non-linear analysis
    • doi:10.1038/2667
    • Martinerie J, Adam C, Le Van Quyen M, Baulac M, Clemenceau S, 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    Le Van Quyen, M.3    Baulac, M.4    Clemenceau, S.5
  • 49
    • 0346992328 scopus 로고    scopus 로고
    • Toward a Neurodynamical Understanding of Ictogenesis
    • Quyen MLV, Navarro V, Martinerie J, Baulac M, Varela FJ (2003) Toward a Neurodynamical Understanding of Ictogenesis. Epilepsia 44: 30-43. doi:10.1111/j.0013-9580.2003.12007.x. (Pubitemid 38018120)
    • (2003) Epilepsia , vol.44 , Issue.12 SUPPL. , pp. 30-43
    • Le, V.Q.M.1    Navarro, V.2    Martinerie, J.3    Baulac, M.4    Varela, F.J.5
  • 50
    • 16744368321 scopus 로고    scopus 로고
    • Spatio-temporal dynamics prior to neocortical seizures: Amplitude versus phase couplings
    • Chávez M, Le Van Quyen M, Navarro V (2003) Spatio-temporal dynamics prior to neocortical seizures: amplitude versus phase couplings. IEEE Transactions on Biomedical Engineering 50(5): 571-583.
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.5 , pp. 571-583
    • Chávez, M.1    Le Van Quyen, M.2    Navarro, V.3
  • 51
    • 0003876171 scopus 로고
    • Available: Accessed 2014 May 18
    • MATLAB (1994) MATLAB - The Language of Technical Computing. Available: http://www.mathworks.com/products/matlab. Accessed 2014 May 18.
    • (1994) MATLAB - The Language of Technical Computing
  • 52
    • 0030735972 scopus 로고    scopus 로고
    • Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF
    • Kononenko I, Šimec E, Robnik-Šikonja M (1997) Overcoming the myopia of inductive learning algorithms with RELIEFF. Applied Intelligence 7(1): 39-55. (Pubitemid 127508778)
    • (1997) Applied Intelligence , vol.7 , Issue.1 , pp. 39-55
    • Kononenko, I.1    Simec, E.2    Robnik-Sikonja, M.3
  • 53
    • 0141990695 scopus 로고    scopus 로고
    • Theoretical and empirical analysis of ReliefF and RReliefF
    • Robnik-Šikonja M, Kononenko I (2003) Theoretical and empirical analysis of ReliefF and RReliefF. Machine learning 53(1-2): 23-69.
    • (2003) Machine Learning , vol.53 , Issue.1-2 , pp. 23-69
    • Robnik-Šikonja, M.1    Kononenko, I.2
  • 55
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C, Vapnik V (1995) Support-vector networks. Machine Learning 20(3): 273-297.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 56
    • 84865560594 scopus 로고    scopus 로고
    • Available: Accessed 2014 May 18
    • LIBSVM (2013) LIBSVM - A Library for Support Vector Machines. Available: http://www.csie.ntu.edu.tw/,cjlin/libsvm/. Accessed 2014 May 18.
    • (2013) LIBSVM - A Library for Support Vector Machines
  • 60
    • 33750284398 scopus 로고    scopus 로고
    • Comment on:"Performance of a seizure warning algorithm based on the dynamics of intracranial EEG"
    • Winterhalder M, Schelter B, Schulze-Bonhage A, Timmer J (2006) Comment on:"Performance of a seizure warning algorithm based on the dynamics of intracranial EEG". Epilepsy research 72(1).
    • (2006) Epilepsy Research , vol.72 , Issue.1
    • Winterhalder, M.1    Schelter, B.2    Schulze-Bonhage, A.3    Timmer, J.4
  • 62
    • 79551493499 scopus 로고    scopus 로고
    • Ictal very low frequency oscillation in human epilepsy patients
    • doi: 10.1002/ana.22158
    • Ren L, Terada K, Baba K, Usui N, Umeoka S, et al. (2011) Ictal very low frequency oscillation in human epilepsy patients. Ann Neurol., 69: 201-206. doi: 10.1002/ana.22158
    • (2011) Ann Neurol , vol.69 , pp. 201-206
    • Ren, L.1    Terada, K.2    Baba, K.3    Usui, N.4    Umeoka, S.5
  • 63
    • 0035930474 scopus 로고    scopus 로고
    • Pacemaker calcium oscillations in thalamic astrocytes in situ
    • Parri HR, Crunelli V (2001) Pacemaker calcium oscillations in thalamic astrocytes in situ. Neuroreport 12(18): 3897-3900. (Pubitemid 33152420)
    • (2001) NeuroReport , vol.12 , Issue.18 , pp. 3897-3900
    • Parri, H.R.1    Crunelli, V.2
  • 64
    • 84890837087 scopus 로고    scopus 로고
    • Infralow Frequencies and Ultradian Rhythms
    • WB Saunders
    • Kaiser D (2013) Infralow Frequencies and Ultradian Rhythms. InSeminars in pediatric neurology (Vol. 20, No. 4, pp. 242-245). WB Saunders.
    • (2013) InSeminars in Pediatric Neurology , vol.20 , Issue.4 , pp. 242-245
    • Kaiser, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.