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Volumn 5, Issue 1, 2011, Pages

Discriminating between ADHD adults and controls using independent ERP components and a support vector machine: A validation study

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; ATTENTION DEFICIT DISORDER; CLASSIFICATION ALGORITHM; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE CLASSIFICATION; EVENT RELATED POTENTIAL; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; PREDICTIVE VALUE; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SUPPORT VECTOR MACHINE; VALIDATION STUDY; VISUAL STIMULATION;

EID: 79960554735     PISSN: None     EISSN: 17534631     Source Type: Journal    
DOI: 10.1186/1753-4631-5-5     Document Type: Article
Times cited : (74)

References (66)
  • 1
    • 20444402618 scopus 로고    scopus 로고
    • Attention-deficit/hyperactivity disorder: a selective overview
    • Biederman J: Attention-deficit/hyperactivity disorder: a selective overview. Biol Psychiatry 2005, 57:1215-1220.
    • (2005) Biol Psychiatry , vol.57 , pp. 1215-1220
    • Biederman, J.1
  • 2
  • 3
    • 0029782364 scopus 로고    scopus 로고
    • Age-dependent decline of attention deficit hyperactivity disorder
    • Hill JC, Schoener EP: Age-dependent decline of attention deficit hyperactivity disorder. Am J Psychiatry 1996, 153:1143-1146.
    • (1996) Am J Psychiatry , vol.153 , pp. 1143-1146
    • Hill, J.C.1    Schoener, E.P.2
  • 4
    • 77952675288 scopus 로고    scopus 로고
    • How persistent is ADHD? A controlled 10-year follow-up study of boys with ADHD
    • Biederman J, Petty CR, Evans M, Small J, Faraone SV: How persistent is ADHD? A controlled 10-year follow-up study of boys with ADHD. Psychiatry Res 2010, 177:299-304.
    • (2010) Psychiatry Res , vol.177 , pp. 299-304
    • Biederman, J.1    Petty, C.R.2    Evans, M.3    Small, J.4    Faraone, S.V.5
  • 5
    • 31144436808 scopus 로고    scopus 로고
    • The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies
    • Faraone SV, Biederman J, Mick E: The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychol Med 2006, 36:159-165.
    • (2006) Psychol Med , vol.36 , pp. 159-165
    • Faraone, S.V.1    Biederman, J.2    Mick, E.3
  • 7
    • 0030638716 scopus 로고    scopus 로고
    • Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD
    • Barkley RA: Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychol Bull 1997, 121:65-94.
    • (1997) Psychol Bull , vol.121 , pp. 65-94
    • Barkley, R.A.1
  • 10
    • 0032958146 scopus 로고    scopus 로고
    • Selection of actions in the basal gangliathalamocortical circuits: review and model
    • Kropotov JD, Etlinger SC: Selection of actions in the basal gangliathalamocortical circuits: review and model. Int J Psychophysiol 1999, 31:197-217.
    • (1999) Int J Psychophysiol , vol.31 , pp. 197-217
    • Kropotov, J.D.1    Etlinger, S.C.2
  • 13
    • 2342616802 scopus 로고    scopus 로고
    • Inhibitory processing during the Go/ NoGo task: an ERP analysis of children with attention-deficit/ hyperactivity disorder
    • Smith JL, Johnstone SJ, Barry RJ: Inhibitory processing during the Go/ NoGo task: an ERP analysis of children with attention-deficit/ hyperactivity disorder. Clin Neurophysiol 2004, 115:1320-1331.
    • (2004) Clin Neurophysiol , vol.115 , pp. 1320-1331
    • Smith, J.L.1    Johnstone, S.J.2    Barry, R.J.3
  • 14
    • 24044472014 scopus 로고    scopus 로고
    • The effect of methylphenidate on response inhibition and the event-related potential of children with attention deficit/ hyperactivity disorder
    • Broyd SJ, Johnstone SJ, Barry RJ, Clarke AR, McCarthy R, Selikowitz M, Lawrence CA: The effect of methylphenidate on response inhibition and the event-related potential of children with attention deficit/ hyperactivity disorder. Int J Psychophysiol 2005, 58:47-58.
    • (2005) Int J Psychophysiol , vol.58 , pp. 47-58
    • Broyd, S.J.1    Johnstone, S.J.2    Barry, R.J.3    Clarke, A.R.4    McCarthy, R.5    Selikowitz, M.6    Lawrence, C.A.7
  • 15
    • 62549099128 scopus 로고    scopus 로고
    • Dysfunctional response preparation and inhibition during a visual Go/No-go task in children with two subtypes of attention-deficit hyperactivity disorder
    • Johnstone SJ, Clarke AR: Dysfunctional response preparation and inhibition during a visual Go/No-go task in children with two subtypes of attention-deficit hyperactivity disorder. Psychiatry Res 2009, 166:223-237.
    • (2009) Psychiatry Res , vol.166 , pp. 223-237
    • Johnstone, S.J.1    Clarke, A.R.2
  • 16
    • 34248549137 scopus 로고    scopus 로고
    • Attentional processing in adults with ADHD as reflected by event-related potentials
    • Prox V, Dietrich DE, Zhang Y, Emrich HM, Ohlmeier MD: Attentional processing in adults with ADHD as reflected by event-related potentials. Neurosci Lett 2007, 419:236-241.
    • (2007) Neurosci Lett , vol.419 , pp. 236-241
    • Prox, V.1    Dietrich, D.E.2    Zhang, Y.3    Emrich, H.M.4    Ohlmeier, M.D.5
  • 17
    • 17644421831 scopus 로고    scopus 로고
    • Diminished prefrontal brain function in adults with psychopathology in childhood related to attention deficit hyperactivity disorder
    • Fallgatter AJ, Ehlis AC, Rosler M, Strik WK, Blocher D, Herrmann MJ: Diminished prefrontal brain function in adults with psychopathology in childhood related to attention deficit hyperactivity disorder. Psychiatry Res 2005, 138:157-169.
    • (2005) Psychiatry Res , vol.138 , pp. 157-169
    • Fallgatter, A.J.1    Ehlis, A.C.2    Rosler, M.3    Strik, W.K.4    Blocher, D.5    Herrmann, M.J.6
  • 18
    • 0036323106 scopus 로고    scopus 로고
    • Electrophysiological measurements of anterior cingulate function
    • Fallgatter AJ, Bartsch AJ, Herrmann MJ: Electrophysiological measurements of anterior cingulate function. J Neural Transm 2002, 109:977-988.
    • (2002) J Neural Transm , vol.109 , pp. 977-988
    • Fallgatter, A.J.1    Bartsch, A.J.2    Herrmann, M.J.3
  • 19
    • 36849075218 scopus 로고    scopus 로고
    • Influence of cognitive control and mismatch on the N2 component of the ERP: a review
    • Folstein JR, Van PC: Influence of cognitive control and mismatch on the N2 component of the ERP: a review. Psychophysiology 2008, 45:152-170.
    • (2008) Psychophysiology , vol.45 , pp. 152-170
    • Folstein, J.R.1    Van, P.C.2
  • 20
    • 0036454342 scopus 로고    scopus 로고
    • Standardized low-resolution brain electromagnetic tomography (sLORETA): technical details
    • Pascual-Marqui RD: Standardized low-resolution brain electromagnetic tomography (sLORETA): technical details. Methods Find Exp Clin Pharmacol 2002, 24(Suppl D):5-12.
    • (2002) Methods Find Exp Clin Pharmacol , vol.24 , pp. 5-12
    • Pascual-Marqui, R.D.1
  • 21
    • 85078284647 scopus 로고    scopus 로고
    • Independent component analysis of electroencephalographic data
    • Edited by: Touretzky D, Mozer M, Hasselmo M. Cambridge: MIT Press
    • Makeig S, Bell AJ, Jung TP, Sejnowski TJ: Independent component analysis of electroencephalographic data. In Advances in Neural Information Processing Systems. Edited by: Touretzky D, Mozer M, Hasselmo M. Cambridge: MIT Press; 1996:145-151.
    • (1996) Advances in Neural Information Processing Systems , pp. 145-151
    • Makeig, S.1    Bell, A.J.2    Jung, T.P.3    Sejnowski, T.J.4
  • 23
    • 74349120377 scopus 로고    scopus 로고
    • Decomposing N2 NOGO wave of eventrelated potentials into independent components
    • Kropotov JD, Ponomarev VA: Decomposing N2 NOGO wave of eventrelated potentials into independent components. Neuroreport 2009, 20:1592-1596.
    • (2009) Neuroreport , vol.20 , pp. 1592-1596
    • Kropotov, J.D.1    Ponomarev, V.A.2
  • 24
    • 0141990686 scopus 로고    scopus 로고
    • Aiding diagnosis of attention-deficit/ hyperactivity disorder and its subtypes: discriminant function analysis of event-related potential data
    • Smith JL, Johnstone SJ, Barry RJ: Aiding diagnosis of attention-deficit/ hyperactivity disorder and its subtypes: discriminant function analysis of event-related potential data. J Child Psychol Psychiatry 2003, 44:1067-1075.
    • (2003) J Child Psychol Psychiatry , vol.44 , pp. 1067-1075
    • Smith, J.L.1    Johnstone, S.J.2    Barry, R.J.3
  • 25
    • 77952878088 scopus 로고    scopus 로고
    • Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers
    • Das K, Giesbrecht B, Eckstein MP: Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers. Neuroimage 2010, 51:1425-1437.
    • (2010) Neuroimage , vol.51 , pp. 1425-1437
    • Das, K.1    Giesbrecht, B.2    Eckstein, M.P.3
  • 26
    • 70349562526 scopus 로고    scopus 로고
    • Automatic EEG spike detection
    • Harner R: Automatic EEG spike detection. Clin EEG Neurosci 2009, 40:262-270.
    • (2009) Clin EEG Neurosci , vol.40 , pp. 262-270
    • Harner, R.1
  • 29
    • 77954115013 scopus 로고    scopus 로고
    • Classification of ADHD patients on the basis of independent ERP components using a machine learning system
    • Mueller A, Candrian G, Kropotov JD, Ponomarev VA, Baschera GM: Classification of ADHD patients on the basis of independent ERP components using a machine learning system. Nonlinear Biomed Phys 2010, 4(Suppl 1):S1.
    • (2010) Nonlinear Biomed Phys , vol.4
    • Mueller, A.1    Candrian, G.2    Kropotov, J.D.3    Ponomarev, V.A.4    Baschera, G.M.5
  • 32
    • 2042495065 scopus 로고
    • SCL-90R, administration, scoring & procedures manual-II for the R(evised) version and other instruments of the psychopathology rating scale series Townson
    • Derogatis LR: SCL-90R, administration, scoring & procedures manual-II for the R(evised) version and other instruments of the psychopathology rating scale series Townson: Clinical Psychometric Research, Inc; 1992.
    • (1992) Clinical Psychometric Research, Inc
    • Derogatis, L.R.1
  • 33
    • 0031239460 scopus 로고    scopus 로고
    • Extraction of ocular artefacts from EEG using independent component analysis
    • Vigario RN: Extraction of ocular artefacts from EEG using independent component analysis. Electroencephalogr Clin Neurophysiol 1997, 103:395-404.
    • (1997) Electroencephalogr Clin Neurophysiol , vol.103 , pp. 395-404
    • Vigario, R.N.1
  • 34
    • 33750305722 scopus 로고    scopus 로고
    • Information-based modelling of event-related brain dynamics
    • Edited by: Neuper C, Klimesch W. Amsterdam: Elsevier
    • Onton J, Makeig S: Information-based modelling of event-related brain dynamics. In Progress in Brain Dynamics. Edited by: Neuper C, Klimesch W. Amsterdam: Elsevier; 2006:.
    • (2006) Progress in Brain Dynamics
    • Onton, J.1    Makeig, S.2
  • 35
    • 11144273669 scopus 로고
    • The perceptron: a probabilistic model for information storage and organization in the brain
    • Rosenblatt F: The perceptron: a probabilistic model for information storage and organization in the brain. Psychol Rev 1958, 65:386-408.
    • (1958) Psychol Rev , vol.65 , pp. 386-408
    • Rosenblatt, F.1
  • 36
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • Aizermann MA, Braverman E, Rozonoer L: Theoretical foundations of the potential function method in pattern recognition learning. Automation and Remote Control 1964, 25:821-837.
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizermann, M.A.1    Braverman, E.2    Rozonoer, L.3
  • 39
    • 0032477915 scopus 로고    scopus 로고
    • Event-related brain potentials in the study of visual selective attention
    • Hillyard SA, Anllo-Vento L: Event-related brain potentials in the study of visual selective attention. Proc Natl Acad Sci USA 1998, 95:781-787.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 781-787
    • Hillyard, S.A.1    Anllo-Vento, L.2
  • 41
    • 0942279681 scopus 로고    scopus 로고
    • N170 or N1? Spatiotemporal differences between object and face processing using ERPs
    • Itier RJ, Taylor MJ: N170 or N1? Spatiotemporal differences between object and face processing using ERPs. Cereb Cortex 2004, 14:132-142.
    • (2004) Cereb Cortex , vol.14 , pp. 132-142
    • Itier, R.J.1    Taylor, M.J.2
  • 42
    • 0344983777 scopus 로고    scopus 로고
    • Early lateralization and orientation tuning for face, word, and object processing in the visual cortex
    • Rossion B, Joyce CA, Cottrell GW, Tarr MJ: Early lateralization and orientation tuning for face, word, and object processing in the visual cortex. Neuroimage 2003, 20:1609-1624.
    • (2003) Neuroimage , vol.20 , pp. 1609-1624
    • Rossion, B.1    Joyce, C.A.2    Cottrell, G.W.3    Tarr, M.J.4
  • 43
    • 33847772011 scopus 로고    scopus 로고
    • Long-term expertise with artificial objects increases visual competition with early face categorization processes
    • Rossion B, Collins D, Goffaux V, Curran T: Long-term expertise with artificial objects increases visual competition with early face categorization processes. J Cogn Neurosci 2007, 19:543-555.
    • (2007) J Cogn Neurosci , vol.19 , pp. 543-555
    • Rossion, B.1    Collins, D.2    Goffaux, V.3    Curran, T.4
  • 46
    • 34548522294 scopus 로고    scopus 로고
    • Updating P300: an integrative theory of P3a and P3b
    • Polich J: Updating P300: an integrative theory of P3a and P3b. Clin Neurophysiol 2007, 118:2128-2148.
    • (2007) Clin Neurophysiol , vol.118 , pp. 2128-2148
    • Polich, J.1
  • 47
    • 0033108851 scopus 로고    scopus 로고
    • ERP components in Go/Nogo tasks and their relation to inhibition
    • Falkenstein M, Hoormann J, Hohnsbein J: ERP components in Go/Nogo tasks and their relation to inhibition. Acta Psychol (Amst) 1999, 101:267-291.
    • (1999) Acta Psychol (Amst) , vol.101 , pp. 267-291
    • Falkenstein, M.1    Hoormann, J.2    Hohnsbein, J.3
  • 48
    • 0034067093 scopus 로고    scopus 로고
    • Involuntary attention and distractibility as evaluated with event-related brain potentials
    • Escera C, Alho K, Schroger E, Winkler I: Involuntary attention and distractibility as evaluated with event-related brain potentials. Audiol Neurootol 2000, 5:151-166.
    • (2000) Audiol Neurootol , vol.5 , pp. 151-166
    • Escera, C.1    Alho, K.2    Schroger, E.3    Winkler, I.4
  • 49
    • 0034913798 scopus 로고    scopus 로고
    • A psychophysiological marker of attention deficit/hyperactivity disorder (ADHD)-defining the EEG consistency index
    • Kovatchev B, Cox D, Hill R, Reeve R, Robeva R, Loboschefski T: A psychophysiological marker of attention deficit/hyperactivity disorder (ADHD)-defining the EEG consistency index. Appl Psychophysiol Biofeedback 2001, 26:127-140.
    • (2001) Appl Psychophysiol Biofeedback , vol.26 , pp. 127-140
    • Kovatchev, B.1    Cox, D.2    Hill, R.3    Reeve, R.4    Robeva, R.5    Loboschefski, T.6
  • 50
    • 0017736488 scopus 로고
    • Evoked potentials and brain maturation in hyperactive and normal children
    • Satterfield JH, Braley BW: Evoked potentials and brain maturation in hyperactive and normal children. Electroencephalogr Clin Neurophysiol 1977, 43:43-51.
    • (1977) Electroencephalogr Clin Neurophysiol , vol.43 , pp. 43-51
    • Satterfield, J.H.1    Braley, B.W.2
  • 51
    • 0015822652 scopus 로고
    • Average evoked responses in normal and minimally brain dysfunctioned children treated with amphetamine
    • Buchsbaum M, Wender P: Average evoked responses in normal and minimally brain dysfunctioned children treated with amphetamine. Arch Gen Psychiatry 1973, 29:764-770.
    • (1973) Arch Gen Psychiatry , vol.29 , pp. 764-770
    • Buchsbaum, M.1    Wender, P.2
  • 52
    • 0026555616 scopus 로고
    • An event-related potential study of controlled and automatic processes in 6-8-year-old boys with attention deficit hyperactivity disorder
    • Robaey P, Breton F, Dugas M, Renault B: An event-related potential study of controlled and automatic processes in 6-8-year-old boys with attention deficit hyperactivity disorder. Electroencephalogr Clin Neurophysiol 1992, 82:330-340.
    • (1992) Electroencephalogr Clin Neurophysiol , vol.82 , pp. 330-340
    • Robaey, P.1    Breton, F.2    Dugas, M.3    Renault, B.4
  • 53
    • 20444424892 scopus 로고    scopus 로고
    • The cognitive neuroscience of response inhibition: relevance for genetic research in attention-deficit/hyperactivity disorder
    • Aron AR, Poldrack RA: The cognitive neuroscience of response inhibition: relevance for genetic research in attention-deficit/hyperactivity disorder. Biol Psychiatry 2005, 57:1285-1292.
    • (2005) Biol Psychiatry , vol.57 , pp. 1285-1292
    • Aron, A.R.1    Poldrack, R.A.2
  • 54
    • 0026594477 scopus 로고
    • Relation of a negative ERP component to response inhibition in a Go/No-go task
    • Jodo E, Kayama Y: Relation of a negative ERP component to response inhibition in a Go/No-go task. Electroencephalogr Clin Neurophysiol 1992, 82:477-482.
    • (1992) Electroencephalogr Clin Neurophysiol , vol.82 , pp. 477-482
    • Jodo, E.1    Kayama, Y.2
  • 55
    • 0043198614 scopus 로고    scopus 로고
    • Electrophysiological correlates of anterior cingulate function in a go/nogo task: effects of response conflict and trial type frequency
    • Nieuwenhuis S, Yeung N, van den Wildenberg W, Ridderinkhof KR: Electrophysiological correlates of anterior cingulate function in a go/nogo task: effects of response conflict and trial type frequency. Cogn Affect Behav Neurosci 2003, 3:17-26.
    • (2003) Cogn Affect Behav Neurosci , vol.3 , pp. 17-26
    • Nieuwenhuis, S.1    Yeung, N.2    van den Wildenberg, W.3    Ridderinkhof, K.R.4
  • 56
    • 22944462666 scopus 로고    scopus 로고
    • Evidence for an integrative role of P3b in linking reaction to perception
    • Verleger R, Jaskowski P, Wascher E: Evidence for an integrative role of P3b in linking reaction to perception. Journal of Psychophysiology 2005, 19:165-181.
    • (2005) Journal of Psychophysiology , vol.19 , pp. 165-181
    • Verleger, R.1    Jaskowski, P.2    Wascher, E.3
  • 57
    • 0035022747 scopus 로고    scopus 로고
    • On the utility of P3 amplitude as a measure of processing capacity
    • Kok A: On the utility of P3 amplitude as a measure of processing capacity. Psychophysiology 2001, 38:557-577.
    • (2001) Psychophysiology , vol.38 , pp. 557-577
    • Kok, A.1
  • 58
    • 0027184743 scopus 로고
    • Movement-related potentials associated with single and repetitive movements recorded from human supplementary motor area
    • Ikeda A, Luders HO, Burgess RC, Shibasaki H: Movement-related potentials associated with single and repetitive movements recorded from human supplementary motor area. Electroencephalogr Clin Neurophysiol 1993, 89:269-277.
    • (1993) Electroencephalogr Clin Neurophysiol , vol.89 , pp. 269-277
    • Ikeda, A.1    Luders, H.O.2    Burgess, R.C.3    Shibasaki, H.4
  • 61
    • 0036421389 scopus 로고    scopus 로고
    • Electrical responses reveal the temporal dynamics of brain events during involuntary attention switching
    • Escera C, Yago E, Alho K: Electrical responses reveal the temporal dynamics of brain events during involuntary attention switching. Eur J Neurosci 2001, 14:877-883.
    • (2001) Eur J Neurosci , vol.14 , pp. 877-883
    • Escera, C.1    Yago, E.2    Alho, K.3
  • 62
    • 0036868342 scopus 로고    scopus 로고
    • The influence of stimulus deviance and novelty on the P300 and novelty P3
    • Goldstein A, Spencer KM, Donchin E: The influence of stimulus deviance and novelty on the P300 and novelty P3. Psychophysiology 2002, 39:781-790.
    • (2002) Psychophysiology , vol.39 , pp. 781-790
    • Goldstein, A.1    Spencer, K.M.2    Donchin, E.3
  • 63
    • 0031763894 scopus 로고    scopus 로고
    • Neural mechanisms of involuntary attention to acoustic novelty and change
    • Escera C, Alho K, Winkler I, Naatanen R: Neural mechanisms of involuntary attention to acoustic novelty and change. J Cogn Neurosci 1998, 10:590-604.
    • (1998) J Cogn Neurosci , vol.10 , pp. 590-604
    • Escera, C.1    Alho, K.2    Winkler, I.3    Naatanen, R.4
  • 64
    • 13944260883 scopus 로고    scopus 로고
    • What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis
    • Debener S, Makeig S, Delorme A, Engel AK: What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis. Brain Res Cogn Brain Res 2005, 22:309-321.
    • (2005) Brain Res Cogn Brain Res , vol.22 , pp. 309-321
    • Debener, S.1    Makeig, S.2    Delorme, A.3    Engel, A.K.4
  • 65
    • 1642369987 scopus 로고    scopus 로고
    • Localization of the event-related potential novelty response as defined by principal components analysis
    • Dien J, Spencer KM, Donchin E: Localization of the event-related potential novelty response as defined by principal components analysis. Brain Res Cogn Brain Res 2003, 17:637-650.
    • (2003) Brain Res Cogn Brain Res , vol.17 , pp. 637-650
    • Dien, J.1    Spencer, K.M.2    Donchin, E.3


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