메뉴 건너뛰기




Volumn 35, Issue 10, 2014, Pages 5179-5189

Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification

Author keywords

ADHD; Brainstem; DARTEL; Machine learning

Indexed keywords

ADOLESCENT; ARTICLE; ATTENTION DEFICIT DISORDER; AUTOANALYSIS; AUTOMATED FEATURE SELECTION; BRAIN DISEASE; BRAIN REGION; BRAIN SIZE; BRAIN STEM; BRAIN STEM ABNORMALITY; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; LOCUS CERULEUS; MALE; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; PONS; PREDICTION; PRIORITY JOURNAL; SUPPORT VECTOR MACHINE; VENTRAL TEGMENTUM; WHITE MATTER; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BRAIN MAPPING; CLASSIFICATION; IMAGE PROCESSING; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PREDICTIVE VALUE; YOUNG ADULT;

EID: 84906516292     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22542     Document Type: Article
Times cited : (77)

References (72)
  • 2
  • 3
    • 0036335087 scopus 로고    scopus 로고
    • Effects of methylphenidate on functional magnetic resonance relaxometry of the cerebellar vermis in boys with ADHD
    • Anderson CM, Polcari A, Lowen SB, Renshaw PF, Teicher MH (2002): Effects of methylphenidate on functional magnetic resonance relaxometry of the cerebellar vermis in boys with ADHD. Am J Psychiatr 159:1322-1328.
    • (2002) Am J Psychiatr , vol.159 , pp. 1322-1328
    • Anderson, C.M.1    Polcari, A.2    Lowen, S.B.3    Renshaw, P.F.4    Teicher, M.H.5
  • 4
    • 0032212956 scopus 로고    scopus 로고
    • Catecholamine modulation of prefrontal cortical cognitive function
    • Arnsten AF (1998): Catecholamine modulation of prefrontal cortical cognitive function. Trends Cogn Sci 2:436-447.
    • (1998) Trends Cogn Sci , vol.2 , pp. 436-447
    • Arnsten, A.F.1
  • 5
    • 0029924275 scopus 로고    scopus 로고
    • The contribution of alpha 2-noradrenergic mechanisms of prefrontal cortical cognitive function. Potential significance for attention-deficit hyperactivity disorder
    • Arnsten AF, Steere JC, Hunt RD (1996): The contribution of alpha 2-noradrenergic mechanisms of prefrontal cortical cognitive function. Potential significance for attention-deficit hyperactivity disorder. Arch Gen Psychiatr 53:448-455.
    • (1996) Arch Gen Psychiatr , vol.53 , pp. 448-455
    • Arnsten, A.F.1    Steere, J.C.2    Hunt, R.D.3
  • 6
    • 20444425251 scopus 로고    scopus 로고
    • Neurobiology of executive functions: Catecholamine influences on prefrontal cortical functions
    • Arnsten AFT, Li B-M (2005): Neurobiology of executive functions: Catecholamine influences on prefrontal cortical functions. Biol Psychiatr 57:1377-1384.
    • (2005) Biol Psychiatr , vol.57 , pp. 1377-1384
    • Arnsten, A.F.T.1    Li, B.-M.2
  • 7
    • 34548832230 scopus 로고    scopus 로고
    • A fast diffeomorphic image registration algorithm
    • Ashburner J (2007): A fast diffeomorphic image registration algorithm. Neuroimage 38:95-113.
    • (2007) Neuroimage , vol.38 , pp. 95-113
    • Ashburner, J.1
  • 10
    • 84870041182 scopus 로고    scopus 로고
    • Network, anatomical, and non-imaging measures for the prediction of ADHD diagnosis in individual subjects
    • Bohland JW, Saperstein S, Pereira F, Rapin J, Grady L (2012): Network, anatomical, and non-imaging measures for the prediction of ADHD diagnosis in individual subjects. Front Syst Neurosci 6, p 78.
    • (2012) Front Syst Neurosci , vol.6 , pp. 78
    • Bohland, J.W.1    Saperstein, S.2    Pereira, F.3    Rapin, J.4    Grady, L.5
  • 11
    • 77449098568 scopus 로고    scopus 로고
    • Applications of multivariate pattern classification analyses in developmental neuroimaging of healthy and clinical populations
    • Bray S, Chang C, Hoeft F (2009): Applications of multivariate pattern classification analyses in developmental neuroimaging of healthy and clinical populations. Front Hum Neurosci 3:32.
    • (2009) Front Hum Neurosci , vol.3 , pp. 32
    • Bray, S.1    Chang, C.2    Hoeft, F.3
  • 17
    • 84865972570 scopus 로고    scopus 로고
    • ADHD classification by a texture analysis of anatomical brain MRI data
    • Chang C-W, Ho C-C, Chen J-H (2012): ADHD classification by a texture analysis of anatomical brain MRI data. Front Syst Neurosci 6, p 66.
    • (2012) Front Syst Neurosci , vol.6 , pp. 66
    • Chang, C.-W.1    Ho, C.-C.2    Chen, J.-H.3
  • 18
    • 84865007497 scopus 로고    scopus 로고
    • Individual classification of ADHD patients by integrating multiscale neuroimaging markers and advanced pattern recognition techniques
    • Cheng W, Ji X, Zhang J, Feng J (2012): Individual classification of ADHD patients by integrating multiscale neuroimaging markers and advanced pattern recognition techniques. Front Syst Neurosci 6:58.
    • (2012) Front Syst Neurosci , vol.6 , pp. 58
    • Cheng, W.1    Ji, X.2    Zhang, J.3    Feng, J.4
  • 22
    • 84865999895 scopus 로고    scopus 로고
    • Classification of ADHD children through multimodal magnetic resonance imaging
    • Dai D, Wang J, Hua J, He H (2012): Classification of ADHD children through multimodal magnetic resonance imaging. Front Syst Neurosci 6, p 63.
    • (2012) Front Syst Neurosci , vol.6 , pp. 63
    • Dai, D.1    Wang, J.2    Hua, J.3    He, H.4
  • 23
    • 0013326060 scopus 로고    scopus 로고
    • Feature selection for classification
    • Dash M, Liu H (1997): Feature selection for classification. Intell Data Anal 1:131-156.
    • (1997) Intell Data Anal , vol.1 , pp. 131-156
    • Dash, M.1    Liu, H.2
  • 24
    • 79958115602 scopus 로고    scopus 로고
    • The roles of dopamine and noradrenaline in the pathophysiology and treatment of attention-deficit/hyperactivity disorder
    • Del Campo N, Chamberlain SR, Sahakian BJ, Robbins TW (2011): The roles of dopamine and noradrenaline in the pathophysiology and treatment of attention-deficit/hyperactivity disorder. Biol Psychiatr 69:e145-e157.
    • (2011) Biol Psychiatr , vol.69 , pp. e145-e157
    • Del Campo, N.1    Chamberlain, S.R.2    Sahakian, B.J.3    Robbins, T.W.4
  • 25
    • 0003673629 scopus 로고    scopus 로고
    • Diagnostik-System für psychische Störungen im Kindes- und Jugendalter nach ICD-10 und DSM-IV
    • Bern: Huber
    • Döpfner M, Lehmkuhl G (1998): Diagnostik-System für psychische Störungen im Kindes- und Jugendalter nach ICD-10 und DSM-IV. Bern: Huber.
    • (1998)
    • Döpfner, M.1    Lehmkuhl, G.2
  • 27
    • 47749102564 scopus 로고    scopus 로고
    • Structural brain change in attention deficit hyperactivity disorder identified by meta-analysis
    • Ellison-Wright I, Ellison-Wright Z, Bullmore E (2008): Structural brain change in attention deficit hyperactivity disorder identified by meta-analysis. BMC Psychiatr 8:51-51.
    • (2008) BMC Psychiatr , vol.8 , pp. 51-51
    • Ellison-Wright, I.1    Ellison-Wright, Z.2    Bullmore, E.3
  • 29
    • 84860148937 scopus 로고    scopus 로고
    • Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD
    • Fair DA, Bathula D, Nikolas MA, Nigg JT (2012): Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD. Proc Natl Acad Sci USA 109:6769-6774.
    • (2012) Proc Natl Acad Sci USA , vol.109 , pp. 6769-6774
    • Fair, D.A.1    Bathula, D.2    Nikolas, M.A.3    Nigg, J.T.4
  • 30
    • 0030933007 scopus 로고    scopus 로고
    • Volumetric MRI analysis comparing subjects having attention-deficit hyperactivity disorder with normal controls
    • Filipek PA, Semrud-Clikeman M, Steingard RJ, Renshaw PF, Kennedy DN, Biederman J (1997): Volumetric MRI analysis comparing subjects having attention-deficit hyperactivity disorder with normal controls. Neurology 48:589-601.
    • (1997) Neurology , vol.48 , pp. 589-601
    • Filipek, P.A.1    Semrud-Clikeman, M.2    Steingard, R.J.3    Renshaw, P.F.4    Kennedy, D.N.5    Biederman, J.6
  • 31
    • 84855681679 scopus 로고    scopus 로고
    • Meta-analysis of structural MRI studies in children and adults with attention deficit hyperactivity disorder indicates treatment effects
    • Frodl T, Skokauskas N (2012): Meta-analysis of structural MRI studies in children and adults with attention deficit hyperactivity disorder indicates treatment effects. Acta Psychiatr Scand 125:114-126.
    • (2012) Acta Psychiatr Scand , vol.125 , pp. 114-126
    • Frodl, T.1    Skokauskas, N.2
  • 34
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon I, Elisseeff A (2003): An introduction to variable and feature selection. J Mach Learn Res 3:1157-1182.
    • (2003) J Mach Learn Res , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 36
    • 0042970438 scopus 로고    scopus 로고
    • Magnetic resonance imaging correlates of attention-deficit/hyperactivity disorder in children
    • Hill DE, Yeo RA, Campbell RA, Hart B, Vigil J, Brooks W (2003): Magnetic resonance imaging correlates of attention-deficit/hyperactivity disorder in children. Neuropsychology 17:496-506.
    • (2003) Neuropsychology , vol.17 , pp. 496-506
    • Hill, D.E.1    Yeo, R.A.2    Campbell, R.A.3    Hart, B.4    Vigil, J.5    Brooks, W.6
  • 37
    • 84890859314 scopus 로고    scopus 로고
    • Predictive classification of individual magnetic resonance imaging scans from children and adolescents
    • Johnston BA, Mwangi B, Matthews K, Coghill D, Steele JD (2013): Predictive classification of individual magnetic resonance imaging scans from children and adolescents. Eur Child Adolesc Psychiatr 22:733-744.
    • (2013) Eur Child Adolesc Psychiatr , vol.22 , pp. 733-744
    • Johnston, B.A.1    Mwangi, B.2    Matthews, K.3    Coghill, D.4    Steele, J.D.5
  • 38
    • 0030954243 scopus 로고    scopus 로고
    • Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL): Initial reliability and validity data
    • Kaufman J, Birmaher B, Brent D, Rao U, Flynn C, Moreci P, Williamson D, Ryan N (1997): Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL): Initial reliability and validity data. J Am Acad Child Adolesc Psychiatr 36:980-988.
    • (1997) J Am Acad Child Adolesc Psychiatr , vol.36 , pp. 980-988
    • Kaufman, J.1    Birmaher, B.2    Brent, D.3    Rao, U.4    Flynn, C.5    Moreci, P.6    Williamson, D.7    Ryan, N.8
  • 41
    • 33644829644 scopus 로고    scopus 로고
    • Dysfunctional attentional networks in children with attention deficit/hyperactivity disorder: Evidence from an event-related functional magnetic resonance imaging study
    • Konrad K, Neufang S, Hanisch C, Fink GR, Herpertz-Dahlmann B (2006): Dysfunctional attentional networks in children with attention deficit/hyperactivity disorder: Evidence from an event-related functional magnetic resonance imaging study. Biol Psychiatr 59:643-651.
    • (2006) Biol Psychiatr , vol.59 , pp. 643-651
    • Konrad, K.1    Neufang, S.2    Hanisch, C.3    Fink, G.R.4    Herpertz-Dahlmann, B.5
  • 43
    • 0034850388 scopus 로고    scopus 로고
    • Timing, space and ADHD: the dopamine theory revisited
    • Levy F, Swanson JM (2001): Timing, space and ADHD: the dopamine theory revisited. Aust N Z J Psychiatr 35:504-511.
    • (2001) Aust N Z J Psychiatr , vol.35 , pp. 504-511
    • Levy, F.1    Swanson, J.M.2
  • 44
    • 84874050072 scopus 로고    scopus 로고
    • Differentiation Between Resting-State fMRI Data From ADHD and Normal Subjects: Based on Functional Connectivity And Machine Learning
    • Taichung
    • Liang S-F, Hsieh T-H, Chen P-T, Wu M-L, Kung C-C, Lin C-Y, Shaw F-Z (2012): Differentiation Between Resting-State fMRI Data From ADHD and Normal Subjects: Based on Functional Connectivity And Machine Learning. Taichung: IEEE. pp 294-298.
    • (2012) IEEE. , pp. 294-298
    • Liang, S.-F.1    Hsieh, T.-H.2    Chen, P.-T.3    Wu, M.-L.4    Kung, C.-C.5    Lin, C.-Y.6    Shaw, F.-Z.7
  • 45
    • 84877826499 scopus 로고    scopus 로고
    • Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging
    • Lim L, Marquand A, Cubillo AA, Smith AB, Chantiluke K, Simmons A, Mehta M, Rubia K (2013): Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging. PloS ONE 8:e63660.
    • (2013) PloS ONE , vol.8
    • Lim, L.1    Marquand, A.2    Cubillo, A.A.3    Smith, A.B.4    Chantiluke, K.5    Simmons, A.6    Mehta, M.7    Rubia, K.8
  • 49
    • 0031694157 scopus 로고    scopus 로고
    • Evaluation of cerebellar size in attention-deficit hyperactivity disorder
    • Mostofsky SH, Reiss AL, Lockhart P, Denckla MB (1998): Evaluation of cerebellar size in attention-deficit hyperactivity disorder. J Child Neurol 13:434-439.
    • (1998) J Child Neurol , vol.13 , pp. 434-439
    • Mostofsky, S.H.1    Reiss, A.L.2    Lockhart, P.3    Denckla, M.B.4
  • 50
    • 84860603285 scopus 로고    scopus 로고
    • Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder
    • Mwangi B, Ebmeier KP, Matthews K, Douglas Steele J (2012): Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder. Brain 135:1508-1521.
    • (2012) Brain , vol.135 , pp. 1508-1521
    • Mwangi, B.1    Ebmeier, K.P.2    Matthews, K.3    Douglas Steele, J.4
  • 51
    • 84899902574 scopus 로고    scopus 로고
    • A review of feature reduction techniques in neuroimaging
    • Mwangi B, Tian TS, Soares JC (2014): A review of feature reduction techniques in neuroimaging. Neuroinformatics 12:229-244.
    • (2014) Neuroinformatics , vol.12 , pp. 229-244
    • Mwangi, B.1    Tian, T.S.2    Soares, J.C.3
  • 52
    • 84855302854 scopus 로고    scopus 로고
    • Gray matter volume abnormalities in ADHD: Voxel-based meta-analysis exploring the effects of age and stimulant medication
    • Nakao T, Radua J, Rubia K, Mataix-Cols D (2011): Gray matter volume abnormalities in ADHD: Voxel-based meta-analysis exploring the effects of age and stimulant medication. Am J Psychiatr 168:1154-1163.
    • (2011) Am J Psychiatr , vol.168 , pp. 1154-1163
    • Nakao, T.1    Radua, J.2    Rubia, K.3    Mataix-Cols, D.4
  • 53
    • 0015021890 scopus 로고
    • The assessment and analysis of handedness: The Edinburgh inventory
    • Oldfield RC (1971): The assessment and analysis of handedness: The Edinburgh inventory. Neuropsychologia 9:97-113.
    • (1971) Neuropsychologia , vol.9 , pp. 97-113
    • Oldfield, R.C.1
  • 55
    • 0036190119 scopus 로고    scopus 로고
    • The continuous performance test: A window on the neural substrates for attention?
    • Riccio CA, Reynolds CR, Lowe P, Moore JJ (2002): The continuous performance test: A window on the neural substrates for attention? Arch Clin Neuropsychol 17:235-272.
    • (2002) Arch Clin Neuropsychol , vol.17 , pp. 235-272
    • Riccio, C.A.1    Reynolds, C.R.2    Lowe, P.3    Moore, J.J.4
  • 57
  • 58
    • 20444414098 scopus 로고    scopus 로고
    • Structural brain imaging of attention-deficit/hyperactivity disorder
    • Seidman LJ, Valera EM, Makris N (2005): Structural brain imaging of attention-deficit/hyperactivity disorder. Biol Psychiatr 57:1263-1272.
    • (2005) Biol Psychiatr , vol.57 , pp. 1263-1272
    • Seidman, L.J.1    Valera, E.M.2    Makris, N.3
  • 59
    • 33749450377 scopus 로고    scopus 로고
    • The nature of memory related activity in early visual areas
    • Slotnick SD, Schacter DL (2006): The nature of memory related activity in early visual areas. Neuropsychologia 44:2874-2886.
    • (2006) Neuropsychologia , vol.44 , pp. 2874-2886
    • Slotnick, S.D.1    Schacter, D.L.2
  • 60
    • 0037621857 scopus 로고    scopus 로고
    • Distinct prefrontal cortex activity associated with item memory and source memory for visual shapes
    • Slotnick SD, Moo LR, Segal JB, Hart J Jr (2003): Distinct prefrontal cortex activity associated with item memory and source memory for visual shapes. Brain Res 17:75-82.
    • (2003) Brain Res , vol.17 , pp. 75-82
    • Slotnick, S.D.1    Moo, L.R.2    Segal, J.B.3    Hart Jr, J.4
  • 62
    • 65349122415 scopus 로고    scopus 로고
    • Dysconnection in schizophrenia: from abnormal synaptic plasticity to failures of self-monitoring
    • Stephan KE, Friston KJ, Frith CD (2009): Dysconnection in schizophrenia: from abnormal synaptic plasticity to failures of self-monitoring. Schizophrenia Bull 35:509-527.
    • (2009) Schizophrenia Bull , vol.35 , pp. 509-527
    • Stephan, K.E.1    Friston, K.J.2    Frith, C.D.3
  • 63
    • 79953101263 scopus 로고    scopus 로고
    • Frontal pole cortex: Encoding ends at the end of the endbrain
    • Tsujimoto S, Genovesio A, Wise SP (2011): Frontal pole cortex: Encoding ends at the end of the endbrain. Trends Cogn Sci 15:169-176.
    • (2011) Trends Cogn Sci , vol.15 , pp. 169-176
    • Tsujimoto, S.1    Genovesio, A.2    Wise, S.P.3
  • 64
    • 0026036468 scopus 로고
    • Toward a neurobiologic nosology of attention deficit hyperactivity disorder
    • Voeller KK (1991): Toward a neurobiologic nosology of attention deficit hyperactivity disorder. J Child Neurol 6 Suppl:S2-S8.
    • (1991) J Child Neurol , vol.6 , pp. S2-S8
    • Voeller, K.K.1
  • 71
    • 84878120205 scopus 로고    scopus 로고
    • Optimally-discriminative voxel-based morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease
    • Zhang T, Davatzikos C (2013): Optimally-discriminative voxel-based morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. NeuroImage 79:94-110.
    • (2013) NeuroImage , vol.79 , pp. 94-110
    • Zhang, T.1    Davatzikos, C.2
  • 72
    • 38949129350 scopus 로고    scopus 로고
    • Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder
    • Zhu C-Z, Zang Y-F, Cao Q-J, Yan C-G, He Y, Jiang T-Z, Sui M-Q, Wang Y-F (2008): Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder. Neuroimage 40:110-120.
    • (2008) Neuroimage , vol.40 , pp. 110-120
    • Zhu, C.-Z.1    Zang, Y.-F.2    Cao, Q.-J.3    Yan, C.-G.4    He, Y.5    Jiang, T.-Z.6    Sui, M.-Q.7    Wang, Y.-F.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.