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Volumn 43, Issue , 2013, Pages 116-125

Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia

Author keywords

First episode psychosis; Magnetic resonance imaging; Pattern classification; Prognosis; Schizophrenia

Indexed keywords

ADULT; ARTICLE; BRAIN LATERAL VENTRICLE; BRAIN MAPPING; BRAIN SIZE; CLASSIFIER; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIFFERENTIAL DIAGNOSIS; DISEASE CLASSIFICATION; FEMALE; FIRST EPISODE SCHIZOPHRENIA; GRAY MATTER; HUMAN; IMAGE ANALYSIS; MAJOR CLINICAL STUDY; MALE; NEUROANATOMICAL PATTERN CLASSIFICATION; NEUROANATOMY; NUCLEAR MAGNETIC RESONANCE IMAGING; ONSET AGE; PATHOLOGICAL ANATOMY; POPULATION RESEARCH; SCHIZOPHRENIA; SCHIZOPHRENIFORM DISORDER; SURVIVAL PREDICTION; SURVIVAL TIME; WHITE MATTER;

EID: 84872514168     PISSN: 02785846     EISSN: 18784216     Source Type: Journal    
DOI: 10.1016/j.pnpbp.2012.12.005     Document Type: Article
Times cited : (54)

References (40)
  • 2
    • 78649995384 scopus 로고    scopus 로고
    • Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers
    • Ardekani B.A., Tabesh A., Sevy S., Robinson D.G., Bilder R.M., Szeszko P.R. Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers. Hum Brain Mapp 2011, 32:1-9.
    • (2011) Hum Brain Mapp , vol.32 , pp. 1-9
    • Ardekani, B.A.1    Tabesh, A.2    Sevy, S.3    Robinson, D.G.4    Bilder, R.M.5    Szeszko, P.R.6
  • 4
    • 79952304482 scopus 로고    scopus 로고
    • Neuroanatomical abnormalities in schizophrenia: a multimodal voxelwise meta-analysis and meta-regression analysis
    • Bora E., Fornito A., Radua J., Walterfang M., Seal M., Wood S.J., et al. Neuroanatomical abnormalities in schizophrenia: a multimodal voxelwise meta-analysis and meta-regression analysis. Schizophr Res 2011, 127:46-57.
    • (2011) Schizophr Res , vol.127 , pp. 46-57
    • Bora, E.1    Fornito, A.2    Radua, J.3    Walterfang, M.4    Seal, M.5    Wood, S.J.6
  • 6
    • 47949115223 scopus 로고    scopus 로고
    • Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements
    • Caprihan A., Pearlson G.D., Calhoun V.D. Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements. Neuroimage 2008, 42:675-682.
    • (2008) Neuroimage , vol.42 , pp. 675-682
    • Caprihan, A.1    Pearlson, G.D.2    Calhoun, V.D.3
  • 9
    • 27744509503 scopus 로고    scopus 로고
    • Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities
    • Davatzikos C., Shen D., Gur R.C., Wu X., Liu D., Fan Y., et al. Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. Arch Gen Psychiatry 2005, 62:1218-1227.
    • (2005) Arch Gen Psychiatry , vol.62 , pp. 1218-1227
    • Davatzikos, C.1    Shen, D.2    Gur, R.C.3    Wu, X.4    Liu, D.5    Fan, Y.6
  • 10
    • 0032517880 scopus 로고    scopus 로고
    • Association of brain structural change with the heterogeneous course of schizophrenia from early childhood through five years subsequent to a first hospitalization
    • DeLisi L.E., Sakuma M., Ge S., Kushner M. Association of brain structural change with the heterogeneous course of schizophrenia from early childhood through five years subsequent to a first hospitalization. Psychiatry Res 1998, 84:75-88.
    • (1998) Psychiatry Res , vol.84 , pp. 75-88
    • DeLisi, L.E.1    Sakuma, M.2    Ge, S.3    Kushner, M.4
  • 11
    • 33846264886 scopus 로고    scopus 로고
    • COMPARE: classification of morphological patterns using adaptive regional elements
    • Fan Y., Shen D., Gur R.C., Gur R.E., Davatzikos C. COMPARE: classification of morphological patterns using adaptive regional elements. IEEE Trans Med Imaging 2007, 26:93-105.
    • (2007) IEEE Trans Med Imaging , vol.26 , pp. 93-105
    • Fan, Y.1    Shen, D.2    Gur, R.C.3    Gur, R.E.4    Davatzikos, C.5
  • 12
    • 37049034228 scopus 로고    scopus 로고
    • Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study
    • Fan Y., Gur R.E., Gur R.C., Wu X., Shen D., Calkins M.E., et al. Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study. Biol Psychiatry 2008, 63:118-124.
    • (2008) Biol Psychiatry , vol.63 , pp. 118-124
    • Fan, Y.1    Gur, R.E.2    Gur, R.C.3    Wu, X.4    Shen, D.5    Calkins, M.E.6
  • 14
    • 17144398838 scopus 로고    scopus 로고
    • Compared to what? Finding controls for case-control studies
    • Grimes D.A., Schulz K.F. Compared to what? Finding controls for case-control studies. Lancet 2005, 365:1429-1433.
    • (2005) Lancet , vol.365 , pp. 1429-1433
    • Grimes, D.A.1    Schulz, K.F.2
  • 15
    • 79951503453 scopus 로고    scopus 로고
    • Long-term antipsychotic treatment and brain volumes: a longitudinal study of first-episode schizophrenia
    • Ho B.C., Andreasen N.C., Ziebell S., Pierson R., Magnotta V. Long-term antipsychotic treatment and brain volumes: a longitudinal study of first-episode schizophrenia. Arch Gen Psychiatry 2011, 68:128-137.
    • (2011) Arch Gen Psychiatry , vol.68 , pp. 128-137
    • Ho, B.C.1    Andreasen, N.C.2    Ziebell, S.3    Pierson, R.4    Magnotta, V.5
  • 16
    • 79951853456 scopus 로고    scopus 로고
    • Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects
    • Kasparek T., Thomaz C.E., Sato J.R., Schwarz D., Janousova E., Marecek R., et al. Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects. Psychiatry Res 2011, 191:174-181.
    • (2011) Psychiatry Res , vol.191 , pp. 174-181
    • Kasparek, T.1    Thomaz, C.E.2    Sato, J.R.3    Schwarz, D.4    Janousova, E.5    Marecek, R.6
  • 17
    • 33751113321 scopus 로고    scopus 로고
    • Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls
    • Kawasaki Y., Suzuki M., Kherif F., Takahashi T., Zhou S.Y., Nakamura K., et al. Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls. Neuroimage 2007, 34:235-242.
    • (2007) Neuroimage , vol.34 , pp. 235-242
    • Kawasaki, Y.1    Suzuki, M.2    Kherif, F.3    Takahashi, T.4    Zhou, S.Y.5    Nakamura, K.6
  • 18
    • 0023606101 scopus 로고
    • The positive and negative syndrome scale (PANSS) for schizophrenia
    • Kay S.R., Fiszbein A., Opler L.A. The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull 1987, 13:261-276.
    • (1987) Schizophr Bull , vol.13 , pp. 261-276
    • Kay, S.R.1    Fiszbein, A.2    Opler, L.A.3
  • 20
    • 67650457029 scopus 로고    scopus 로고
    • Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition
    • Koutsouleris N., Meisenzahl E.M., Davatzikos C., Bottlender R., Frodl T., Scheuerecker J., et al. Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Arch Gen Psychiatry 2009, 66:700-712.
    • (2009) Arch Gen Psychiatry , vol.66 , pp. 700-712
    • Koutsouleris, N.1    Meisenzahl, E.M.2    Davatzikos, C.3    Bottlender, R.4    Frodl, T.5    Scheuerecker, J.6
  • 21
    • 84869050026 scopus 로고    scopus 로고
    • Disease Prediction in the At-Risk Mental State for Psychosis Using Neuroanatomical Biomarkers: Results From the FePsy Study
    • Koutsouleris N., Borgwardt S., Meisenzahl E.M., Bottlender R., Möller H.J., Riecher-Rössler A. Disease Prediction in the At-Risk Mental State for Psychosis Using Neuroanatomical Biomarkers: Results From the FePsy Study. Schizophr Bull 2012, 38:1234-1246.
    • (2012) Schizophr Bull , vol.38 , pp. 1234-1246
    • Koutsouleris, N.1    Borgwardt, S.2    Meisenzahl, E.M.3    Bottlender, R.4    Möller, H.J.5    Riecher-Rössler, A.6
  • 22
    • 1642574430 scopus 로고    scopus 로고
    • Morphological classification of brains via high-dimensional shape transformations and machine learning methods
    • Lao Z., Shen D., Xue Z., Karacali B., Resnick S.M., Davatzikos C. Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage 2004, 21:46-57.
    • (2004) Neuroimage , vol.21 , pp. 46-57
    • Lao, Z.1    Shen, D.2    Xue, Z.3    Karacali, B.4    Resnick, S.M.5    Davatzikos, C.6
  • 26
    • 84928096240 scopus 로고    scopus 로고
    • Receiver operating characteristic analysis: a tool for the quantitative evaluation of observer performance and imaging systems
    • Metz C.E. Receiver operating characteristic analysis: a tool for the quantitative evaluation of observer performance and imaging systems. J Am Coll Radiol 2006, 3:413-422.
    • (2006) J Am Coll Radiol , vol.3 , pp. 413-422
    • Metz, C.E.1
  • 27
    • 84859260848 scopus 로고    scopus 로고
    • Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study
    • Mourao-Miranda J., Reinders A.A., Rocha-Rego V., Lappin J., Rondina J., Morgan C., et al. Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study. Psychol Med 2012, 42:1037-1047.
    • (2012) Psychol Med , vol.42 , pp. 1037-1047
    • Mourao-Miranda, J.1    Reinders, A.A.2    Rocha-Rego, V.3    Lappin, J.4    Rondina, J.5    Morgan, C.6
  • 28
    • 84861187769 scopus 로고    scopus 로고
    • Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples
    • Nieuwenhuis M., van Haren N.E., Hulshoff Pol H.E., Cahn W., Kahn R.S., Schnack H.G. Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples. Neuroimage 2012, 61:606-612.
    • (2012) Neuroimage , vol.61 , pp. 606-612
    • Nieuwenhuis, M.1    van Haren, N.E.2    Hulshoff Pol, H.E.3    Cahn, W.4    Kahn, R.S.5    Schnack, H.G.6
  • 30
    • 78951494198 scopus 로고    scopus 로고
    • DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting
    • Ou Y., Sotiras A., Paragios N., Davatzikos C. DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Med Image Anal 2011, 15:622-639.
    • (2011) Med Image Anal , vol.15 , pp. 622-639
    • Ou, Y.1    Sotiras, A.2    Paragios, N.3    Davatzikos, C.4
  • 31
    • 70349313293 scopus 로고    scopus 로고
    • A unified framework for MR based disease classification
    • Pohl K.M., Sabuncu M.R. A unified framework for MR based disease classification. Inf Process Med Imaging 2009, 21:300-313.
    • (2009) Inf Process Med Imaging , vol.21 , pp. 300-313
    • Pohl, K.M.1    Sabuncu, M.R.2
  • 32
    • 0027154845 scopus 로고
    • Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption - II
    • Saunders J.B., Aasland O.G., Babor T.F., de la Fuente J.R., Grant M. Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption - II. Addiction 1993, 88:791-804.
    • (1993) Addiction , vol.88 , pp. 791-804
    • Saunders, J.B.1    Aasland, O.G.2    Babor, T.F.3    de la Fuente, J.R.4    Grant, M.5
  • 34
    • 0037229905 scopus 로고    scopus 로고
    • Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration
    • Shen D., Davatzikos C. Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration. Neuroimage 2003, 18:28-41.
    • (2003) Neuroimage , vol.18 , pp. 28-41
    • Shen, D.1    Davatzikos, C.2
  • 35
    • 70350702671 scopus 로고    scopus 로고
    • Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms
    • Sun D., van Erp T.G., Thompson P.M., Bearden C.E., Daley M., Kushan L., et al. Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms. Biol Psychiatry 2009, 66:1055-1060.
    • (2009) Biol Psychiatry , vol.66 , pp. 1055-1060
    • Sun, D.1    van Erp, T.G.2    Thompson, P.M.3    Bearden, C.E.4    Daley, M.5    Kushan, L.6
  • 36
  • 37
    • 79959358973 scopus 로고    scopus 로고
    • Classification of first-episode schizophrenia patients and healthy subjects by automated MRI measures of regional brain volume and cortical thickness
    • Takayanagi Y., Takahashi T., Orikabe L., Mozue Y., Kawasaki Y., Nakamura K., et al. Classification of first-episode schizophrenia patients and healthy subjects by automated MRI measures of regional brain volume and cortical thickness. PLoS One 2011, 6:e21047.
    • (2011) PLoS One , vol.6
    • Takayanagi, Y.1    Takahashi, T.2    Orikabe, L.3    Mozue, Y.4    Kawasaki, Y.5    Nakamura, K.6
  • 38
    • 0036246785 scopus 로고    scopus 로고
    • Assessment of premorbid function in first-episode schizophrenia: modifications to the Premorbid Adjustment Scale
    • van Mastrigt S., Addington J. Assessment of premorbid function in first-episode schizophrenia: modifications to the Premorbid Adjustment Scale. J Psychiatry Neurosci 2002, 27:92-101.
    • (2002) J Psychiatry Neurosci , vol.27 , pp. 92-101
    • van Mastrigt, S.1    Addington, J.2
  • 39
    • 80053003849 scopus 로고    scopus 로고
    • In search of biomarkers for autism: scientific, social and ethical challenges
    • Walsh P., Elsabbagh M., Bolton P., Singh I. In search of biomarkers for autism: scientific, social and ethical challenges. Nat Rev Neurosci 2011, 12:603-612.
    • (2011) Nat Rev Neurosci , vol.12 , pp. 603-612
    • Walsh, P.1    Elsabbagh, M.2    Bolton, P.3    Singh, I.4
  • 40
    • 33846575157 scopus 로고    scopus 로고
    • Pattern classification using principal components of cortical thickness and its discriminative pattern in schizophrenia
    • Yoon U., Lee J.M., Im K., Shin Y.W., Cho B.H., Kim I.Y., et al. Pattern classification using principal components of cortical thickness and its discriminative pattern in schizophrenia. Neuroimage 2007, 34:1405-1415.
    • (2007) Neuroimage , vol.34 , pp. 1405-1415
    • Yoon, U.1    Lee, J.M.2    Im, K.3    Shin, Y.W.4    Cho, B.H.5    Kim, I.Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.