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Volumn 27, Issue 3, 2010, Pages 163-178

Patient-specific early seizure detection from scalp electroencephalogram

Author keywords

Early seizure detection; Epilepsy; Recurrent neural networks; Scalp EEG

Indexed keywords

ALGORITHM; ARTICLE; CLINICAL ARTICLE; CLINICAL FEATURE; EARLY DIAGNOSIS; ELECTROENCEPHALOGRAM; HUMAN; RECORDING; SCALP; SEIZURE; SENSITIVITY ANALYSIS; TIME;

EID: 77953363625     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/WNP.0b013e3181e0a9b6     Document Type: Article
Times cited : (88)

References (45)
  • 1
    • 85008008123 scopus 로고    scopus 로고
    • Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: A report of four patients
    • D'Alessandro M, Esteller R, Vachtsevanos G, et al. Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients. IEEE Trans Biomed Eng. 2003;50:603-615.
    • (2003) IEEE Trans Biomed Eng. , vol.50 , pp. 603-615
    • D'Alessandro, M.1    Esteller, R.2    Vachtsevanos, G.3
  • 5
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • Battiti R. Using mutual information for selecting features in supervised neural net learning. Neural Netws. 1994;4:537-550.
    • (1994) Neural Netws. , vol.4 , pp. 537-550
    • Battiti, R.1
  • 6
    • 0032909932 scopus 로고    scopus 로고
    • Can patients perform volitional motor acts at the start of a seizure?
    • Block A, Fisher RS. Can patients perform volitional motor acts at the start of a seizure? J Clin Neurophysiol. 1999;16:141-145.
    • (1999) J Clin Neurophysiol. , vol.16 , pp. 141-145
    • Block, A.1    Fisher, R.S.2
  • 8
    • 0003833285 scopus 로고
    • Philadelphia: Society for Industrial and Applied Mathematics
    • Daubechies I. Ten Lectures on Wavelets. Philadelphia: Society for Industrial and Applied Mathematics; 1992.
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 11
    • 0031803142 scopus 로고    scopus 로고
    • Time-frequency analysis using the matching pursuit algorithm applied to seizures originating from the mesial temporal lobe
    • Franaszczuk PJ, Bergey GK, Durka PJ, Eisenberg HM. Time-frequency analysis using the matching pursuit algorithm applied to seizures originating from the mesial temporal lobe. Electroencephalogr Clin Neurophysiol. 1998;106: 513-521.
    • (1998) Electroencephalogr Clin Neurophysiol. , vol.106 , pp. 513-521
    • Franaszczuk, P.J.1    Bergey, G.K.2    Durka, P.J.3    Eisenberg, H.M.4
  • 12
    • 23444442556 scopus 로고    scopus 로고
    • Functional MRI of the pre-ictal state
    • Federico P, Abbott DF, Briellmann RS, et al. Functional MRI of the pre-ictal state. Brain. 2005;128:1811-1817.
    • (2005) Brain. , vol.128 , pp. 1811-1817
    • Federico, P.1    Abbott, D.F.2    Briellmann, R.S.3
  • 13
    • 0017881529 scopus 로고
    • EEG patterns at the time of focal seizure onset
    • Geiger LR, Harner RN. EEG patterns at the time of focal seizure onset. Arch Neurol. 1978;35:276-286.
    • (1978) Arch Neurol. , vol.35 , pp. 276-286
    • Geiger, L.R.1    Harner, R.N.2
  • 14
    • 0032190346 scopus 로고    scopus 로고
    • Forecasting generalized epileptic seizures from the EEG signal by wavelet analysis and dynamic unsupervised fuzzy clustering
    • Geva AB, Kerem DH. Forecasting generalized epileptic seizures from the EEG signal by wavelet analysis and dynamic unsupervised fuzzy clustering. IEEE Trans Biomed Eng. 1998;45:1205-1216.
    • (1998) IEEE Trans Biomed Eng. , vol.45 , pp. 1205-1216
    • Geva, A.B.1    Kerem, D.H.2
  • 15
    • 0034467353 scopus 로고    scopus 로고
    • Wavelet analysis of transient biomedical signals and its application to detection of epileptiform activity in the EEG
    • Goelz H, Jones RD, Bones PJ. Wavelet analysis of transient biomedical signals and its application to detection of epileptiform activity in the EEG. Clin Electroencephalogr. 2000;31:181-191.
    • (2000) Clin Electroencephalogr. , vol.31 , pp. 181-191
    • Goelz, H.1    Jones, R.D.2    Bones, P.J.3
  • 16
    • 0020382517 scopus 로고
    • Automatic recognition of epileptic seizures in the EEG
    • Gotman J. Automatic recognition of epileptic seizures in the EEG. Electroencephalogr Clin Neurophysiol. 1982;54:530-540.
    • (1982) Electroencephalogr Clin Neurophysiol. , vol.54 , pp. 530-540
    • Gotman, J.1
  • 17
    • 0017091353 scopus 로고
    • Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG
    • Gotman J, Gloor P. Automatic recognition and quantification of interictal epileptic activity in the human scalp EEG. Electroencephalogr Clin Neurophysiol. 1976;41:513-529.
    • (1976) Electroencephalogr Clin Neurophysiol. , vol.41 , pp. 513-529
    • Gotman, J.1    Gloor, P.2
  • 18
    • 0018420870 scopus 로고
    • Automatic recognition of interictal epileptic activity in prolonged EEG recordings
    • Gotman J, Ives JR, Gloor P. Automatic recognition of interictal epileptic activity in prolonged EEG recordings. Electroencephalogr Clin Neurophysiol. 1979; 46:510-520.
    • (1979) Electroencephalogr Clin Neurophysiol. , vol.46 , pp. 510-520
    • Gotman, J.1    Ives, J.R.2    Gloor, P.3
  • 19
    • 0025915841 scopus 로고
    • State-dependent spike detection: Concepts and preliminary results
    • Gotman J, Wang LY. State-dependent spike detection: concepts and preliminary results. Electroencephalogr Clin Neurophysiol. 1991;79:11-19.
    • (1991) Electroencephalogr Clin Neurophysiol. , vol.79 , pp. 11-19
    • Gotman, J.1    Wang, L.Y.2
  • 20
    • 24644496662 scopus 로고    scopus 로고
    • An automatic warning system for epileptic seizures recorded on intracerebral EEGs
    • Grewal S, Gotman J. An automatic warning system for epileptic seizures recorded on intracerebral EEGs. Clin Neurophysiol. 2005;116:2460-2472.
    • (2005) Clin Neurophysiol. , vol.116 , pp. 2460-2472
    • Grewal, S.1    Gotman, J.2
  • 21
    • 0037900842 scopus 로고    scopus 로고
    • Channel-consistent forewarning of epileptic events from scalp EEG
    • Hively LM, Protopopescu VA. Channel-consistent forewarning of epileptic events from scalp EEG. IEEE Trans Biomed Eng. 2003;50:584-593.
    • (2003) IEEE Trans Biomed Eng. , vol.50 , pp. 584-593
    • Hively, L.M.1    Protopopescu, V.A.2
  • 22
    • 37049003343 scopus 로고    scopus 로고
    • Progress in predicting seizure episodes with nonlinear methods
    • Hughes JR. Progress in predicting seizure episodes with nonlinear methods. Epilepsy Behav. 2008;12:128-135.
    • (2008) Epilepsy Behav. , vol.12 , pp. 128-135
    • Hughes, J.R.1
  • 24
    • 0038398958 scopus 로고    scopus 로고
    • Wavelet based automatic seizure detection in intracerebral EEG
    • Khan YU, Gotman J. Wavelet based automatic seizure detection in intracerebral EEG. Clin Neurophysiol. 2003;114:898-908.
    • (2003) Clin Neurophysiol. , vol.114 , pp. 898-908
    • Khan, Y.U.1    Gotman, J.2
  • 26
    • 0012523068 scopus 로고    scopus 로고
    • Prediction of epileptic seizures
    • Litt B, Echauz J. Prediction of epileptic seizures. Lancet Neurol. 2002;1:22-30.
    • (2002) Lancet Neurol. , vol.1 , pp. 22-30
    • Litt, B.1    Echauz, J.2
  • 27
    • 17744399912 scopus 로고    scopus 로고
    • Epileptic seizures may begin hours in advance of clinical onset: A report of five patients
    • Litt B, Esteller R, Echauz J, et al. Epileptic seizures may begin hours in advance of clinical onset: a report of five patients. Neuron. 2001;30:51-64.
    • (2001) Neuron. , vol.30 , pp. 51-64
    • Litt, B.1    Esteller, R.2    Echauz, J.3
  • 28
    • 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, et al. Comparison of three nonlinear seizure prediction methods by means of the seizure prediction characteristic. Physica D. 2004;194:357-368.
    • (2004) Physica D. , vol.194 , pp. 357-368
    • Maiwald, T.1    Winterhalder, M.2    Aschenbrenner-Scheibe, R.3
  • 29
    • 44649182792 scopus 로고    scopus 로고
    • Detecting epileptic seizures in long-term human EEG: A new approach to automatic online and real-time detection and classification of polymorphic seizure patterns
    • Meier R, Dittrich H, Schulze-Bonhage A, Aertsen A. Detecting epileptic seizures in long-term human EEG: a new approach to automatic online and real-time detection and classification of polymorphic seizure patterns. J Clin Neurophysiol. 2008;25:119-131.
    • (2008) J Clin Neurophysiol. , vol.25 , pp. 119-131
    • Meier, R.1    Dittrich, H.2    Schulze-Bonhage, A.3    Aertsen, A.4
  • 30
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • Mormann F, Andrzejak RG, Elger CE, Lehnertz K. Seizure prediction: the long and winding road. Brain. 2007;30(Pt 2):314-333.
    • (2007) Brain. , vol.30 , Issue.PART 2 , pp. 314-333
    • Mormann, F.1    Andrzejak, R.G.2    Elger, C.E.3    Lehnertz, K.4
  • 31
    • 33645074168 scopus 로고    scopus 로고
    • Seizure anticipation: From algorithms to clinical practice [Review]
    • Mormann F, Elger CE, Lehnertz K. Seizure anticipation: from algorithms to clinical practice [Review]. Curr Opin Neurol. 2006;19:187-193.
    • (2006) Curr Opin Neurol. , vol.19 , pp. 187-193
    • Mormann, F.1    Elger, C.E.2    Lehnertz, K.3
  • 32
    • 0031748494 scopus 로고    scopus 로고
    • Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset
    • Osorio I, Frei M, Wilkinson S. Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset. Epilepsia. 1998;39:615-627.
    • (1998) Epilepsia. , vol.39 , pp. 615-627
    • Osorio, I.1    Frei, M.2    Wilkinson, S.3
  • 33
    • 18744397821 scopus 로고    scopus 로고
    • Performance reassessment of a real-time seizure-detection algorithm on long EcoG series
    • Osorio I, Frei MG, Giftakis J, et al. Performance reassessment of a real-time seizure-detection algorithm on long EcoG series. Epilepsia. 2002;43:1522-1535.
    • (2002) Epilepsia. , vol.43 , pp. 1522-1535
    • Osorio, I.1    Frei, M.G.2    Giftakis, J.3
  • 34
    • 0029213422 scopus 로고
    • Kolmogorov complexity of finite sequences and recognition of different preictal EEG patterns
    • Petrosian A. Kolmogorov complexity of finite sequences and recognition of different preictal EEG patterns. Proc IEEE Symp Comput-Based Medical Syst. 1995:212-217.
    • (1995) Proc IEEE Symp Comput-Based Medical Syst. , pp. 212-217
    • Petrosian, A.1
  • 35
    • 78751623822 scopus 로고    scopus 로고
    • Classification of epileptic EEG using neural network and wavelet transform
    • Petrosian A, Homan R, Prokhorov D, Wunsch D II. Classification of epileptic EEG using neural network and wavelet transform. SPIE. 1996;2825:834-842.
    • (1996) SPIE. , vol.2825 , pp. 834-842
    • Petrosian, A.1    Homan, R.2    Prokhorov, D.3    Wunsch, I.I.D.4
  • 36
    • 77953362643 scopus 로고    scopus 로고
    • Predicting seizure onset in scalp EEG
    • Petrosian A, Prokhorov D, Homan R, et al. Predicting seizure onset in scalp EEG. Epilepsia. 1997;38(suppl 8):115.
    • (1997) Epilepsia. , vol.38 , Issue.SUPPL. 8 , pp. 115
    • Petrosian, A.1    Prokhorov, D.2    Homan, R.3
  • 37
    • 0033990625 scopus 로고    scopus 로고
    • Recurrent neural network based prediction of epileptic seizures in intra-and extracranial EEG
    • Petrosian A, Prokhorov D, Homan R, et al. Recurrent neural network based prediction of epileptic seizures in intra-and extracranial EEG. Neurocomputing. 2000;30:201-218.
    • (2000) Neurocomputing. , vol.30 , pp. 201-218
    • Petrosian, A.1    Prokhorov, D.2    Homan, R.3
  • 38
    • 0029446252 scopus 로고
    • A seizure warning system for long-term epilepsy monitoring
    • Qu H, Gotman J. A seizure warning system for long-term epilepsy monitoring. Neurology. 1995;44:2250-2254.
    • (1995) Neurology. , vol.44 , pp. 2250-2254
    • Qu, H.1    Gotman, J.2
  • 39
    • 0031029383 scopus 로고    scopus 로고
    • A patient-specific algorithm for the detection of seizure onset in long-term EEG monitoring: Possible use as a warning device
    • Qu H, Gotman J. A patient-specific algorithm for the detection of seizure onset in long-term EEG monitoring: possible use as a warning device. IEEE Trans Biomed Eng. 1997;44:115-122.
    • (1997) IEEE Trans Biomed Eng. , vol.44 , pp. 115-122
    • Qu, H.1    Gotman, J.2
  • 40
    • 12344300348 scopus 로고    scopus 로고
    • A system to detect the onset of epileptic seizures in scalp EEG
    • Saab ME, Gotman J. A system to detect the onset of epileptic seizures in scalp EEG. Clin Neurophysiol. 2005;116:427-442.
    • (2005) Clin Neurophysiol. , vol.116 , pp. 427-442
    • Saab, M.E.1    Gotman, J.2
  • 41
    • 37649022335 scopus 로고    scopus 로고
    • Application of a multivariate seizure detection and prediction method to non-invasive and intracranial long-term EEG recordings
    • Schad A, Schindler K, Schelter B, et al. Application of a multivariate seizure detection and prediction method to non-invasive and intracranial long-term EEG recordings. Clin Neurophysiol. 2008;119:197-211.
    • (2008) Clin Neurophysiol. , vol.119 , pp. 197-211
    • Schad, A.1    Schindler, K.2    Schelter, B.3
  • 44
    • 33845386973 scopus 로고    scopus 로고
    • Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction
    • Subasi A. Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction. Comput Biol Med. 2007; 37:227-244.
    • (2007) Comput Biol Med. , vol.37 , pp. 227-244
    • Subasi, A.1
  • 45
    • 22844431998 scopus 로고    scopus 로고
    • A neural network method for automatic and incremental learning applied to patient-dependent seizure detection
    • Wilson SB. A neural network method for automatic and incremental learning applied to patient-dependent seizure detection. Clin Neurophysiol. 2005;116: 1785-1795.
    • (2005) Clin Neurophysiol. , vol.116 , pp. 1785-1795
    • Wilson, S.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.