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Volumn 59, Issue 7, 2012, Pages 1871-1881

Morphology-based automatic seizure detector for intracerebral EEG recordings

Author keywords

Automatic seizure detection; EEG morphology; epilepsy

Indexed keywords

A-TRAIN; COMMERCIAL SYSTEMS; EEG RECORDING; ELECTROGRAPHIC; EPILEPSY; MULTI-CHANNEL; SEIZURE DETECTION; SHARP WAVES; SINGLE-CHANNEL; TEST DATA; WAVE FORMS;

EID: 84862751279     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2190601     Document Type: Article
Times cited : (26)

References (45)
  • 2
    • 24644496662 scopus 로고    scopus 로고
    • An automatic warning system for epileptic seizures recorded on intracerebral EEGs
    • DOI 10.1016/j.clinph.2005.05.020, PII S1388245705002671
    • S. Grewal and J. Gotman, "An automatic warning system for epileptic seizures recorded on intracerebral EEGs," Clin. Neurophysiol., vol. 116, no. 10, pp. 2460-2472, 2005. (Pubitemid 41265975)
    • (2005) Clinical Neurophysiology , vol.116 , Issue.10 , pp. 2460-2472
    • Grewal, S.1    Gotman, J.2
  • 4
    • 84860385741 scopus 로고    scopus 로고
    • Model-based seizure detection for intracranial EEG recordings
    • in press
    • R. Yadav, M. N. S. Swamy, and R. Agarwal, "Model-based seizure detection for intracranial EEG recordings," IEEE Trans. Biomed. Eng., vol. 59, pages 10, 2012 (in press).
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , pp. 10
    • Yadav, R.1    Swamy, M.N.S.2    Agarwal, R.3
  • 5
    • 0020382517 scopus 로고
    • Automatic recognition of epileptic seizures in the EEG
    • DOI 10.1016/0013-4694(82)90038-4
    • J. Gotman, "Automatic recognition of epileptic seizures in the EEG,"Electroencephalogr. Clin. Neurophysiol., vol. 54, no. 5, pp. 530-40, 1982. (Pubitemid 13244246)
    • (1982) Electroencephalography and Clinical Neurophysiology , vol.54 , Issue.5 , pp. 530-540
    • Gotman, J.1
  • 6
    • 0025049825 scopus 로고
    • Automatic seizure detection: Improvements and evaluation
    • J. Gotman, "Automatic seizure detection: Improvements and evaluation,"Electroencephalogr. Clin.Neurophysiol., vol. 76, no. 4, pp. 317-324, 1990. (Pubitemid 20338311)
    • (1990) Electroencephalography and Clinical Neurophysiology , vol.76 , Issue.4 , pp. 317-324
    • Gotman, J.1
  • 7
    • 0024691461 scopus 로고
    • Expert system approach to detection of epileptiform activity in the EEG
    • Jul.
    • B. L. Davey, W. R. Fright, G. J. Carroll, and R. D. Jones, "Expert system approach to detection of epileptiform activity in the EEG," Med. Biol. Eng. Comput., vol. 27, pp. 365-370, Jul. 1989.
    • (1989) Med. Biol. Eng. Comput. , vol.27 , pp. 365-370
    • Davey, B.L.1    Fright, W.R.2    Carroll, G.J.3    Jones, R.D.4
  • 8
    • 0027731517 scopus 로고
    • A multistage system to detect epileptiform activity in the EEG
    • Dec.
    • A. A. Dingle, R. D. Jones, G. J. Carroll, and W. R. Fright, "A multistage system to detect epileptiform activity in the EEG," IEEE Trans. Biomed. Eng., vol. 40, pp. 1260-1268, Dec. 1993.
    • (1993) IEEE Trans. Biomed. Eng. , vol.40 , pp. 1260-1268
    • Dingle, A.A.1    Jones, R.D.2    Carroll, G.J.3    Fright, W.R.4
  • 11
    • 77950986511 scopus 로고    scopus 로고
    • A new improved model-based seizure detection using statistically optimal null filter
    • R. Yadav, R. Agarwal, and M. N. S. Swamy, "A new improved model-based seizure detection using statistically optimal null filter," in Proc. IEEE Eng. Med. Biol. Soc. Conf., 2009, pp. 1318-1322.
    • Proc. IEEE Eng. Med. Biol. Soc. Conf., 2009 , pp. 1318-1322
    • Yadav, R.1    Agarwal, R.2    Swamy, M.N.S.3
  • 13
    • 69549116488 scopus 로고    scopus 로고
    • A fuzzy rule-based system for epileptic seizure detection in intracranial EEG
    • A. Aarabi, R. Fazel-Rezai, and Y. Aghakhani, "A fuzzy rule-based system for epileptic seizure detection in intracranial EEG," Clin. Neurophysiol., vol. 120, no. 9, pp. 1648-1657, 2009.
    • (2009) Clin. Neurophysiol. , vol.120 , Issue.9 , pp. 1648-1657
    • Aarabi, A.1    Fazel-Rezai, R.2    Aghakhani, Y.3
  • 14
    • 34250168707 scopus 로고    scopus 로고
    • Strategies for adapting automated seizure detection algorithms
    • DOI 10.1016/j.medengphy.2006.10.003, PII S1350453306002062
    • S. M. Haas, M. G. Frei, and I. Osorio, "Strategies for adapting automated seizure detection algorithms," Med. Eng. Phys., vol. 29, no. 8, pp. 895-909, 2007. (Pubitemid 46898908)
    • (2007) Medical Engineering and Physics , vol.29 , Issue.8 , pp. 895-909
    • Haas, S.M.1    Frei, M.G.2    Osorio, I.3
  • 15
    • 0031748494 scopus 로고    scopus 로고
    • Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset
    • DOI 10.1111/j.1528-1157.1998.tb01430.x
    • I. Osorio, M.G. Frei, and S. B. Wilkinson, "Real-time automated detection and quantitative analysis of seizures and short-term prediction of clinical onset," Epilepsia, vol. 39, no. 6, pp. 615-627, 1998. (Pubitemid 28265429)
    • (1998) Epilepsia , vol.39 , Issue.6 , pp. 615-627
    • Osorio, I.1    Frei, M.G.2    Wilkinson, S.B.3
  • 16
    • 54749154070 scopus 로고    scopus 로고
    • Detection of seizure rhythmicity by recurrences
    • M. A. Harrison, M. G. Frei, and I. Osorio, "Detection of seizure rhythmicity by recurrences," Chaos, vol. 18, no. 3, pp. 033124-1-033124-7, 2008.
    • (2008) Chaos , vol.18 , Issue.3 , pp. 0331241-0331247
    • Harrison, M.A.1    Frei, M.G.2    Osorio, I.3
  • 17
    • 0019428703 scopus 로고
    • Computer-aided quantification of EEG spike and sharp wave characteristics
    • DOI 10.1016/0013-4694(81)90137-1
    • P.Y. Ktonas, W. M. Luoh, M. L. Kejariwal, E. L. Reilly, and M. A. Seward, "Computer-aided quantification of EEG spike and sharp wave characteristics,"Electroencephalogr. Clin. Neurophysiol., vol. 51, no. 3, pp. 237-243, 1981. (Pubitemid 11135532)
    • (1981) Electroencephalography and Clinical Neurophysiology , vol.51 , Issue.3 , pp. 237-243
    • Ktonas, P.Y.1    Luoh, W.M.2    Kejariwal, M.L.3
  • 18
    • 33645310188 scopus 로고    scopus 로고
    • Detection of pseudosinusoidal epileptic seizure segments in the neonatal EEG by cascading a rule-based algorithm with a neural network
    • Apr.
    • N. B. Karayiannis, A. Mukherjee, J. R. Glover, P. Y. Ktonas, J. Frost, J. D., R. A. Hrachovy, and E. M. Mizrahi, "Detection of pseudosinusoidal epileptic seizure segments in the neonatal EEG by cascading a rule-based algorithm with a neural network," IEEE Trans. Biomed. Eng., vol. 53, no. 4, pp. 633-641, Apr. 2006.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.4 , pp. 633-641
    • Karayiannis, N.B.1    Mukherjee, A.2    Glover, J.R.3    Ktonas, P.Y.4    Frost, J.5    D, J.6    Hrachovy, R.A.7    Mizrahi, E.M.8
  • 20
    • 0038398958 scopus 로고    scopus 로고
    • Wavelet based automatic seizure detection in intracerebral electroencephalogram
    • DOI 10.1016/S1388-2457(03)00035-X
    • Y. U. Khan and J. Gotman, "Wavelet based automatic seizure detection in intracerebral electroencephalogram," Clin. Neurophysiol., vol. 114, no. 5, pp. 898-908, 2003. (Pubitemid 36556101)
    • (2003) Clinical Neurophysiology , vol.114 , Issue.5 , pp. 898-908
    • Khan, Y.U.1    Gotman, J.2
  • 21
    • 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
    • H. Qu and J. Gotman, "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., vol. 44, no. 2, pp. 115-122, 1997.
    • (1997) IEEE Trans. Biomed. Eng. , vol.44 , Issue.2 , pp. 115-122
    • Qu, H.1    Gotman, J.2
  • 22
    • 12344300348 scopus 로고    scopus 로고
    • A system to detect the onset of epileptic seizures in scalp EEG
    • DOI 10.1016/j.clinph.2004.08.004, PII S1388245704003098
    • M. E. Saab and J. Gotman, "A system to detect the onset of epileptic seizures in scalp EEG," Clin. Neurophysiol., vol. 116, no. 2, pp. 427-442, 2005. (Pubitemid 40126946)
    • (2005) Clinical Neurophysiology , vol.116 , Issue.2 , pp. 427-442
    • Saab, M.E.1    Gotman, J.2
  • 23
    • 4444368775 scopus 로고    scopus 로고
    • Seizure detection: Evaluation of the reveal algorithm
    • S. B.Wilson, M. L. Scheuer, R. G. Emerson, and A. J. Gabor, "Seizure detection: Evaluation of the reveal algorithm," Clin. Neurophysiol., vol. 115, no. 10, pp. 2280-2291, 2004.
    • (2004) Clin. Neurophysiol. , vol.115 , Issue.10 , pp. 2280-2291
    • Wilson, S.B.1    Scheuer, M.L.2    Emerson, R.G.3    Gabor, A.J.4
  • 24
    • 33744935249 scopus 로고    scopus 로고
    • Seizure detection algorithm for neonates based on wave-sequence analysis
    • DOI 10.1016/j.clinph.2006.02.016, PII S1388245706001040
    • M. A. Navakatikyan, P. B. Colditz, C. J. Burke, T. E. Inder, J. Richmond, and C. E. Williams, "Seizure detection algorithm for neonates based on wave-sequence analysis," Clin. Neurophysiol., vol. 117, no. 6, pp. 1190-1203, 2006. (Pubitemid 43841857)
    • (2006) Clinical Neurophysiology , vol.117 , Issue.6 , pp. 1190-1203
    • Navakatikyan, M.A.1    Colditz, P.B.2    Burke, C.J.3    Inder, T.E.4    Richmond, J.5    Williams, C.E.6
  • 27
    • 80051745063 scopus 로고    scopus 로고
    • Automatic seizure detection in ECOG by differential operator and windowed variance
    • K. K. Majumdar and P. Vardhan, "Automatic seizure detection in ECOG by differential operator and windowed variance," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 19, no. 4, pp. 356-365, 2011.
    • (2011) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.19 , Issue.4 , pp. 356-365
    • Majumdar, K.K.1    Vardhan, P.2
  • 29
    • 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
    • DOI 10.1111/j.1528-1167.2006.00848.x
    • B. Schelter, M. Winterhalder, T. Maiwald, A. Brandt, A. Schad, J. Timmer, and A. Schulze-Bonhage, "Do false predictions of seizures depend on the state of vigilance? A report from two seizure-prediction methods and proposed remedies," Epilepsia, vol. 47, pp. 2058-2070, Dec. 2006. (Pubitemid 44952258)
    • (2006) Epilepsia , vol.47 , Issue.12 , 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
  • 30
    • 79955041195 scopus 로고    scopus 로고
    • BIOSIG: The free and open source software library for biomedical signal processing
    • C. Vidaurre, T. H. Sander, and A. Schogl, "BIOSIG: The free and open source software library for biomedical signal processing," Comput. Intell. Neurosci., vol. 2011, pp. 1-12, 2011.
    • (2011) Comput. Intell. Neurosci. , vol.2011 , pp. 1-12
    • Vidaurre, C.1    Sander, T.H.2    Schogl, A.3
  • 33
    • 70350620967 scopus 로고    scopus 로고
    • Real-time detection, quantification, warning, and control of epileptic seizures: The foundations for a scientific epileptology
    • I. Osorio and M. G. Frei, "Real-time detection, quantification, warning, and control of epileptic seizures: The foundations for a scientific epileptology,"Epilepsy Behav., vol. 16, no. 3, pp. 391-396, 2009.
    • (2009) Epilepsy Behav. , vol.16 , Issue.3 , pp. 391-396
    • Osorio, I.1    Frei, M.G.2
  • 34
    • 0036648033 scopus 로고    scopus 로고
    • Tuning the smoothness of the recursive median filter
    • DOI 10.1109/TSP.2002.1011204, PII S1053587X02056465
    • A. Burian and P. Kuosmanen, "Tuning the smoothness of the recursive median filter," IEEE Trans. Signal Process., vol. 50, no. 7, pp. 1631-1639, Jul. 2002. (Pubitemid 34882683)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.7 , pp. 1631-1639
    • Burian, A.1    Kuosmanen, P.2
  • 35
    • 0036257406 scopus 로고    scopus 로고
    • Median-prefiltering-based robust acquisition of direct-sequence spread-spectrum signals in wide-band pulse jamming
    • DOI 10.1109/25.992077, PII S0018954502004395
    • Y.-H. Lee and S.-J. Kim, "Median-prefiltering-based robust acquisition of direct-sequence spread-spectrum signals in wide-band pulse jamming,"IEEE Trans. Veh. Technol., vol. 51, no. 1, pp. 171-179, Jan. 2002. (Pubitemid 34504266)
    • (2002) IEEE Transactions on Vehicular Technology , vol.51 , Issue.1 , pp. 171-179
    • Lee, Y.-H.1    Kim, S.-J.2
  • 36
    • 0020192916 scopus 로고
    • Median filters: Some modifications and their properties
    • N., Oct.
    • T. Nodes, J. Gallagher, and N., "Median filters: Some modifications and their properties," IEEE Trans. Acoust., Speech Signal Process., vol. 30, no. 5, pp. 739-746, Oct. 1982.
    • (1982) IEEE Trans. Acoust., Speech Signal Process. , vol.30 , Issue.5 , pp. 739-746
    • Nodes, T.1    Gallagher, J.2
  • 37
    • 0022083510 scopus 로고
    • GENERALIZED MEDIAN FILTERING AND RELATED NONLINEAR FILTERING TECHNIQUES.
    • Y. Lee and S. Kassam, "Generalized median filtering and related nonlinear filtering techniques," IEEE Trans. Acoust., Speech Signal Process., vol. 33, no. 3, pp. 672-683, Jun. 1985. (Pubitemid 15597365)
    • (1985) IEEE Transactions on Acoustics, Speech, and Signal Processing , vol.ASSP-33 , Issue.3 , pp. 672-683
    • Lee, Y.H.1    Kassam, S.A.2
  • 39
    • 82155188424 scopus 로고    scopus 로고
    • EEG signal description with spectral-envelope-based speech recognition features for detection of neonatal seizures
    • A. Temko, C. Nadeu, W. Marnane, G. B. Boylan, and G. Lightbody, "EEG signal description with spectral-envelope-based speech recognition features for detection of neonatal seizures," IEEE Trans. Inf. Technol. Biomed., vol. 15, no. 6, pp. 839-847, 2011.
    • (2011) IEEE Trans. Inf. Technol. Biomed. , vol.15 , Issue.6 , pp. 839-847
    • Temko, A.1    Nadeu, C.2    Marnane, W.3    Boylan, G.B.4    Lightbody, G.5
  • 41
    • 77951654265 scopus 로고    scopus 로고
    • Interictal EEG spikes identify the region of electrographic seizure onset in some, but not all, pediatric epilepsy patients
    • Apr.
    • E. D. Marsh, B. Peltzer, M. W. Brown, C. Wusthoff, P. B. Storm, B. Litt, and B. E. Porter, "Interictal EEG spikes identify the region of electrographic seizure onset in some, but not all, pediatric epilepsy patients,"Epilepsia, vol. 51, pp. 592-601, Apr. 2010.
    • (2010) Epilepsia , vol.51 , pp. 592-601
    • Marsh, E.D.1    Peltzer, B.2    Brown, M.W.3    Wusthoff, C.4    Storm, P.B.5    Litt, B.6    Porter, B.E.7
  • 42
    • 0034078361 scopus 로고    scopus 로고
    • Clinical relevance of quantified intracranial interictal spike activity in presurgical evaluation of epilepsy
    • A. Hufnagel, M. Dümpelmann, J. Zentner, O. Schijns, and C. E. Elger, "Clinical relevance of quantified intracranial interictal spike activity in presurgical evaluation of epilepsy," Epilepsia, vol. 41, pp. 467-478, Apr. 2000. (Pubitemid 30196615)
    • (2000) Epilepsia , vol.41 , Issue.4 , pp. 467-478
    • Hufnagel, A.1    Dumpelmann, M.2    Zentner, J.3    Schijns, O.4    Elger, C.E.5
  • 45
    • 33644886576 scopus 로고    scopus 로고
    • A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and bayesian classification
    • P. LeVan, E. Urrestarazu, and J. Gotman, "A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and bayesian classification," Clin. Neurophysiol., vol. 117, no. 4, pp. 912-927, 2006.
    • (2006) Clin. Neurophysiol. , vol.117 , Issue.4 , pp. 912-927
    • LeVan, P.1    Urrestarazu, E.2    Gotman, J.3


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