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Volumn 41, Issue 4, 2013, Pages 775-785

An automated system for grading eeg abnormality in term neonates with hypoxic-ischaemic encephalopathy

Author keywords

Automated EEG grading system; Background; EEG; Hypoxic ischaemic encephalopathy; Index Terms: Electroencephalography; Multi class linear discriminant classifier; Neonate; Newborn; Wigner Ville distribution

Indexed keywords

BACKGROUND; GRADING SYSTEM; HYPOXIC-ISCHAEMIC ENCEPHALOPATHY; INDEX TERMS; LINEAR DISCRIMINANT CLASSIFIER; NEONATE; NEWBORN;

EID: 84876500888     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-012-0710-5     Document Type: Article
Times cited : (64)

References (44)
  • 2
    • 0032848049 scopus 로고    scopus 로고
    • Pathophysiology of perinatal brain damage
    • 10525170 10.1016/S0165-0173(99)00009-0 1:CAS:528:DyaK1MXmsFejsbw%3D
    • Berger, R., and Y. Garnier. Pathophysiology of perinatal brain damage. Brain Res. Rev. 30:107-134, 1999.
    • (1999) Brain Res. Rev. , vol.30 , pp. 107-134
    • Berger, R.1    Garnier, Y.2
  • 4
    • 0000133998 scopus 로고
    • An analysis of transformations
    • Box, G. E. P., and D. R. Cox. An analysis of transformations. J. R. Stat. Soc. B. 26:211-252, 1964.
    • (1964) J. R. Stat. Soc. B. , vol.26 , pp. 211-252
    • Box, G.E.P.1    Cox, D.R.2
  • 5
    • 80052416550 scopus 로고    scopus 로고
    • EEG monitoring in the neonatal intensive care unit: A critical juncture
    • 21530388 10.1016/j.clinph.2011.03.015
    • Boylan, G. B. EEG monitoring in the neonatal intensive care unit: a critical juncture. Clin. Neurophysiol. 122:1905-1907, 2011.
    • (2011) Clin. Neurophysiol. , vol.122 , pp. 1905-1907
    • Boylan, G.B.1
  • 6
    • 84932598935 scopus 로고    scopus 로고
    • The normal EEG and aEEG
    • edited by J. M. Rennie, C. Hagmann, and N. Robertson. Cambridge: Cambridge University Press
    • Boylan, G. B., D. M. Murray, and J. M. Rennie. The normal EEG and aEEG. In: Neonatal Cerebral Investigation, edited by J. M. Rennie, C. Hagmann, and N. Robertson. Cambridge: Cambridge University Press, 2008, pp. 86-94.
    • (2008) Neonatal Cerebral Investigation , pp. 86-94
    • Boylan, G.B.1    Murray, D.M.2    Rennie, J.M.3
  • 7
    • 79960890309 scopus 로고    scopus 로고
    • A novel approach for computer assisted EEG monitoring in the adult ICU
    • 21474372 10.1016/j.clinph.2011.02.035
    • Cloostermans, M. C., C. C. de Vos, and M. J. A. M. van Putten. A novel approach for computer assisted EEG monitoring in the adult ICU. Clin. Neurophysiol. 122:2100-2109, 2011.
    • (2011) Clin. Neurophysiol. , vol.122 , pp. 2100-2109
    • Cloostermans, M.C.1    De Vos, C.C.2    Van Putten, M.J.A.M.3
  • 8
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • 10.1177/001316446002000104
    • Cohen, J. A coefficient of agreement for nominal scales. Educ. Psychol. Meas. 20:37-46, 1960.
    • (1960) Educ. Psychol. Meas. , vol.20 , pp. 37-46
    • Cohen, J.1
  • 10
    • 70349778607 scopus 로고    scopus 로고
    • Amplitude-integrated electroencephalography in neonates
    • 19818932 10.1016/j.pediatrneurol.2009.05.002
    • El-Dib, M., T. Chang, T. N. Tsuchida, and R. R. Clancy. Amplitude-integrated electroencephalography in neonates. Pediatr. Neurol. 41:315-326, 2009.
    • (2009) Pediatr. Neurol. , vol.41 , pp. 315-326
    • El-Dib, M.1    Chang, T.2    Tsuchida, T.N.3    Clancy, R.R.4
  • 12
    • 57149140864 scopus 로고    scopus 로고
    • A systematic review of the role of intrapartum hypoxia-ischemia in the causation of neonatal encephalopathy
    • 19084096 10.1016/j.ajog.2008.06.094 1:CAS:528:DC%2BD1cXhsV2ns7%2FM
    • Graham, E. M., K. A. Ruis, A. L. Hartman, F. J. Northington, and H. E. Fox. A systematic review of the role of intrapartum hypoxia-ischemia in the causation of neonatal encephalopathy. Am. J. Obstet. Gynecol. 199:587-595, 2008.
    • (2008) Am. J. Obstet. Gynecol. , vol.199 , pp. 587-595
    • Graham, E.M.1    Ruis, K.A.2    Hartman, A.L.3    Northington, F.J.4    Fox, H.E.5
  • 13
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon, I., and A. Elisseeff. An introduction to variable and feature selection. J. Mach. Learn. Res. 3:1157-1182, 2003.
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 14
    • 79751505471 scopus 로고    scopus 로고
    • Influence of hypothermia on the prognostic value of early EEG in full-term neonates with hypoxic ischemic encephalopathy
    • 21316017 10.1016/j.neucli.2010.11.002 1:STN:280:DC%2BC3M7ovFSlsQ%3D%3D
    • Hamelin, S., N. Delnard, F. Cneude, T. Debillon, and L. Vercueil. Influence of hypothermia on the prognostic value of early EEG in full-term neonates with hypoxic ischemic encephalopathy. Neurophysiol. Clin. 41:19-27, 2011
    • (2011) Neurophysiol. Clin. , vol.41 , pp. 19-27
    • Hamelin, S.1    Delnard, N.2    Cneude, F.3    Debillon, T.4    Vercueil, L.5
  • 15
  • 16
    • 0034017590 scopus 로고    scopus 로고
    • Mechanisms of perinatal brain injury
    • 10.1053/siny.1999.0112 1:STN:280:DC%2BD3c3msVehtw%3D%3D
    • Inder, T. E., and J. J. Volpe. Mechanisms of perinatal brain injury. Semin. Fetal Neonatal. Med. 5:3-16, 2000.
    • (2000) Semin. Fetal Neonatal. Med. , vol.5 , pp. 3-16
    • Inder, T.E.1    Volpe, J.J.2
  • 18
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • 10.1016/S0004-3702(97)00043-X
    • Kohavi, R., and G. H. John. Wrappers for feature subset selection. Artif. Intell. 97:273-324, 1997.
    • (1997) Artif. Intell. , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 20
    • 79960261806 scopus 로고    scopus 로고
    • Quantitative EEG analysis in neonatal hypoxic ischaemic encephalopathy
    • 21334256 10.1016/j.clinph.2010.12.059 1:STN:280:DC%2BC3MnntV2ksw%3D%3D
    • Korotchikova, I., N. J. Stevenson, B. H. Walsh, D. M. Murray, and G. B. Boylan. Quantitative EEG analysis in neonatal hypoxic ischaemic encephalopathy. Clin. Neurophysiol. 122:1671-1678, 2011.
    • (2011) Clin. Neurophysiol. , vol.122 , pp. 1671-1678
    • Korotchikova, I.1    Stevenson, N.J.2    Walsh, B.H.3    Murray, D.M.4    Boylan, G.B.5
  • 21
    • 76649103706 scopus 로고    scopus 로고
    • Automatic classification of background EEG activity in healthy and sick neonates
    • DOI 10.1088/1741-2560/7/1/016007
    • Löfhede, J., M. Thordstein, N. Lofgren, A. Flisberg, M. Rosa-Zurera, I. Kjellmer, and K. Lindecrantz. Automatic classification of background EEG activity in healthy and sick neonates. J. Neural Eng. 7, 2010. DOI 10.1088/1741-2560/7/1/016007.
    • (2010) J. Neural Eng. , vol.7
    • Löfhede, J.1
  • 23
    • 70349262525 scopus 로고    scopus 로고
    • Early EEG findings in hypoxic-ischaemic encephalopathy predict outcomes at 2 years
    • 19706569 10.1542/peds.2008-2190
    • Murray, D. M., G. B. Boylan, C. A. Ryan, and S. Connolly. Early EEG findings in hypoxic-ischaemic encephalopathy predict outcomes at 2 years. Pediatrics 124:e459-e467, 2009.
    • (2009) Pediatrics , vol.124
    • Murray, D.M.1    Boylan, G.B.2    Ryan, C.A.3    Connolly, S.4
  • 24
    • 79951649012 scopus 로고    scopus 로고
    • Video-EEG monitoring in newborns with hypoxic-ischemic encephalopathy treated with hypothermia
    • 21300971 10.1212/WNL.0b013e31820af91a 1:STN:280:DC%2BC3M7nsV2qtA%3D%3D
    • Nash, K. B., S. L. Bonifacio, H. C. Glass, J. E. Sullivan, A. J. Barkovich, D. M. Ferriero, and M. R. Cilio. Video-EEG monitoring in newborns with hypoxic-ischemic encephalopathy treated with hypothermia. Neurology 76:556-562, 2011.
    • (2011) Neurology , vol.76 , pp. 556-562
    • Nash, K.B.1    Bonifacio, S.L.2    Glass, H.C.3    Sullivan, J.E.4    Barkovich, A.J.5    Ferriero, D.M.6    Cilio, M.R.7
  • 26
    • 0037562839 scopus 로고    scopus 로고
    • Efficient estimation of a time-varying dimension parameter and its application to EEG analysis
    • 12769435 10.1109/TBME.2003.810691
    • Notley, S. W., and S. J. Elliott. Efficient estimation of a time-varying dimension parameter and its application to EEG analysis. IEEE Trans. Biomed. Eng. 50:594-602, 2003.
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , pp. 594-602
    • Notley, S.W.1    Elliott, S.J.2
  • 28
    • 78149322321 scopus 로고    scopus 로고
    • Optimization of an NLEO-based algorithm for automated detection of spontaneous activity transients in early preterm EEG
    • 20938065 10.1088/0967-3334/31/11/N02
    • Palmu, K., N. Stevenson, S. Wikstrom, L. Hellstrom-Westas, S. Vanhatalo, and J. Matias Palva. Optimization of an NLEO-based algorithm for automated detection of spontaneous activity transients in early preterm EEG. Physiol. Meas. 31:N85-N93, 2010.
    • (2010) Physiol. Meas. , vol.31
    • Palmu, K.1    Stevenson, N.2    Wikstrom, S.3    Hellstrom-Westas, L.4    Vanhatalo, S.5    Matias Palva, J.6
  • 30
    • 0032101235 scopus 로고    scopus 로고
    • Seizure detection of newborn EEG using a model-based approach
    • 9609933 10.1109/10.678601 1:STN:280:DyaK1c3nt1ymsQ%3D%3D
    • Roessgen, M., A. Zoubir, and B. Boashash. Seizure detection of newborn EEG using a model-based approach. IEEE Trans. Biomed. Eng. 45:673-685, 1998.
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , pp. 673-685
    • Roessgen, M.1    Zoubir, A.2    Boashash, B.3
  • 31
    • 4644249903 scopus 로고    scopus 로고
    • On the rhythmicity of quadratic phase coupling in the trace alternant EEG in healthy neonates
    • 15464260 10.1016/j.neulet.2004.05.053 1:CAS:528:DC%2BD2cXotFShtbw%3D
    • Schwab, K., P. Putsche, M. Eiselt, M. Helbig, and H. Witte. On the rhythmicity of quadratic phase coupling in the trace alternant EEG in healthy neonates. Neurosci. Lett. 369:179-182, 2004.
    • (2004) Neurosci. Lett. , vol.369 , pp. 179-182
    • Schwab, K.1    Putsche, P.2    Eiselt, M.3    Helbig, M.4    Witte, H.5
  • 32
    • 54049088942 scopus 로고    scopus 로고
    • Amplitude-integrated electroencephalography in the newborn: A valuable tool
    • 18829811 10.1542/peds.2008-1000
    • Shah, D. K., L. S. de Vries, L. Hellström Westas, M. C. Toet, and T. E. Inder. Amplitude-integrated electroencephalography in the newborn: a valuable tool. (Pediatrics 122:863-865, 2008.
    • (2008) Pediatrics , vol.122 , pp. 863-865
    • Shah, D.K.1    De Vries, L.S.2    Hellström Westas, L.3    Toet, M.C.4    Inder, T.E.5
  • 34
    • 0028078649 scopus 로고
    • Cortical and thalamic cellular correlates of electroencephalographic burst-suppression
    • 7509269 1:STN:280:DyaK2c7lsFOntA%3D%3D
    • Steriade, M., F. Amzica, and D. Contreras. Cortical and thalamic cellular correlates of electroencephalographic burst-suppression. Electroencephalogr. Clin. Neurophysiol. 90:1-16, 1994.
    • (1994) Electroencephalogr. Clin. Neurophysiol. , vol.90 , pp. 1-16
    • Steriade, M.1    Amzica, F.2    Contreras, D.3
  • 35
    • 0027445242 scopus 로고
    • Thalamocortical oscillations in the sleeping and aroused brain
    • 8235588 10.1126/science.8235588 1:STN:280:DyaK2c%2FltlOjsg%3D%3D
    • Steriade, M., D. A. McCormick, and T. J. Sejnowski. Thalamocortical oscillations in the sleeping and aroused brain. Science 262:679-685, 1993.
    • (1993) Science , vol.262 , pp. 679-685
    • Steriade, M.1    McCormick, D.A.2    Sejnowski, T.J.3
  • 37
    • 77956722940 scopus 로고    scopus 로고
    • A nonlinear model of newborn EEG with nonstationary inputs
    • 20405217 10.1007/s10439-010-0041-3 1:STN:280:DC%2BC3cjhvVGmtQ%3D%3D
    • Stevenson, N. J., M. Mesbah, G. B. Boylan, P. B. Colditz, and B. Boashash. A nonlinear model of newborn EEG with nonstationary inputs. Ann. Biomed. Eng. 38:3010-3021, 2010.
    • (2010) Ann. Biomed. Eng. , vol.38 , pp. 3010-3021
    • Stevenson, N.J.1    Mesbah, M.2    Boylan, G.B.3    Colditz, P.B.4    Boashash, B.5
  • 38
    • 78751613317 scopus 로고    scopus 로고
    • EEG-based neonatal seizure detection with support vector machines
    • 20713314 10.1016/j.clinph.2010.06.034 1:STN:280:DC%2BC3M7isVGntA%3D%3D
    • Temko, A., E. Thomas, W. P. Marnane, G. Lightbody, and G. B. Boylan. EEG-based neonatal seizure detection with support vector machines. Clin. Neurophysiol. 122:464-473, 2011.
    • (2011) Clin. Neurophysiol. , vol.122 , pp. 464-473
    • Temko, A.1    Thomas, E.2    Marnane, W.P.3    Lightbody, G.4    Boylan, G.B.5
  • 39
    • 0032984517 scopus 로고    scopus 로고
    • Amplitude integrated EEG 3 and 6 hours after birth in full term neonates with hypoxic-ischaemic encephalopathy
    • 10.1136/fn.81.1.F19
    • Toet, M. C., L. Hellström-Westas, F. Groenendaal, P. Eken, and L. S. de Vries. Amplitude integrated EEG 3 and 6 hours after birth in full term neonates with hypoxic-ischaemic encephalopathy. Arch. Dis. Child Fetal Neonatal. Ed. 81:19-23, 1999.
    • (1999) Arch. Dis. Child Fetal Neonatal. Ed. , vol.81 , pp. 19-23
    • Toet, M.C.1    Hellström-Westas, L.2    Groenendaal, F.3    Eken, P.4    De Vries, L.S.5
  • 40
    • 33750533792 scopus 로고    scopus 로고
    • Development of neonatal EEG activity: From phenomenology to physiology
    • 17018268 10.1016/j.siny.2006.07.008
    • Vanhatalo, S., and K. Kaila. Development of neonatal EEG activity: from phenomenology to physiology. Semin. Fetal Neonatal. Med. 11:471-478, 2006.
    • (2006) Semin. Fetal Neonatal. Med. , vol.11 , pp. 471-478
    • Vanhatalo, S.1    Kaila, K.2
  • 41
    • 35048874666 scopus 로고    scopus 로고
    • The revised brain symmetry index
    • 17888719 10.1016/j.clinph.2007.07.019
    • van Putten, M. J. A. M. The revised brain symmetry index. Clin. Neurophysiol. 118:2362-2367, 2007.
    • (2007) Clin. Neurophysiol. , vol.118 , pp. 2362-2367
    • Van Putten, M.J.A.M.1
  • 44
    • 79957625121 scopus 로고    scopus 로고
    • The use of conventional EEG for the assessment of hypoxic ischaemic encephalopathy in the newborn: A review
    • 21550844 10.1016/j.clinph.2011.03.032 1:STN:280:DC%2BC3MrmtVCrtA%3D%3D
    • Walsh, B. H., D. M. Murray, and G. B. Boylan. The use of conventional EEG for the assessment of hypoxic ischaemic encephalopathy in the newborn: a review. Clin. Neurophysiol. 122:1284-1294, 2011.
    • (2011) Clin. Neurophysiol. , vol.122 , pp. 1284-1294
    • Walsh, B.H.1    Murray, D.M.2    Boylan, G.B.3


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