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Volumn , Issue , 2014, Pages 1513-1516

Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; DIAGNOSIS; LEARNING SYSTEMS; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING;

EID: 84929492628     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6943889     Document Type: Conference Paper
Times cited : (20)

References (15)
  • 1
    • 61449193335 scopus 로고    scopus 로고
    • Source-based morphometry: The use of independent component analysis to identify gray matter differences with application to schizophrenia
    • L. Xu, K. Groth, G. Pearlson, D. Schretlen, and V. Calhoun, "Source-based morphometry: The use of independent component analysis to identify gray matter differences with application to schizophrenia," Hum. Brain Mapp., Vol. 30, no. 3, pp. 711-724, 2009.
    • (2009) Hum. Brain Mapp. , vol.30 , Issue.3 , pp. 711-724
    • Xu, L.1    Groth, K.2    Pearlson, G.3    Schretlen, D.4    Calhoun, V.5
  • 2
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A. Bell and T. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Comput., Vol. 7, pp. 1129-1159, 1995.
    • (1995) Neural Comput. , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 3
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry - The methods
    • J. Ashburner and K. Friston, "Voxel-based morphometry - the methods," NeuroImage, Vol. 11, no. 6, pp. 805-821, 2000.
    • (2000) NeuroImage , vol.11 , Issue.6 , pp. 805-821
    • Ashburner, J.1    Friston, K.2
  • 4
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging predictors," Mach. Learn., Vol. 24, no. 2, pp. 123-140, 1996.
    • (1996) Mach. Learn. , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 6
    • 84871398750 scopus 로고    scopus 로고
    • Heritability of multivariate gray matter measures in schizophrenia
    • J. Turner, V. Calhoun, A. Michael, T. van Erp, and S. Ehrlich et al., "Heritability of multivariate gray matter measures in schizophrenia," Twin Res Hum Genet, Vol. 15, no. 3, pp. 324-335, 2012.
    • (2012) Twin Res Hum Genet , vol.15 , Issue.3 , pp. 324-335
    • Turner, J.1    Calhoun, V.2    Michael, A.3    Van Erp, T.4    Ehrlich, S.5
  • 7
    • 84929487705 scopus 로고    scopus 로고
    • Patterns of gray matter abnormalities in schizophrenia based on an international mega-analysis
    • Under Review
    • C. Gupta, V. Calhoun, S. Rachakonda, J. Chen, J. Liu, and J. Segall et al., "Patterns of gray matter abnormalities in schizophrenia based on an international mega-analysis," Schizophr. Bull., Under Review.
    • Schizophr. Bull.
    • Gupta, C.1    Calhoun, V.2    Rachakonda, S.3    Chen, J.4    Liu, J.5    Segall, J.6
  • 8
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, Vol. 20, no. 3, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 9
  • 10
    • 84894121585 scopus 로고    scopus 로고
    • Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction
    • E. Parrado-Hernández, V. Gómez-Verdejo, M. Martínez-Ramón, and J. Shawe-Taylor et al., "Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction," Medical Image Analysis, Vol. 18, no. 3, pp. 435-448, 2014.
    • (2014) Medical Image Analysis , vol.18 , Issue.3 , pp. 435-448
    • Parrado-Hernández, E.1    Gómez-Verdejo, V.2    Martínez-Ramón, M.3    Shawe-Taylor, J.4
  • 11
    • 0027530250 scopus 로고
    • Simpls: An alternative approach to partial least squares regression
    • S. de Jong, "Simpls: An alternative approach to partial least squares regression," Chemometr. Intell., Vol. 18, no. 3, pp. 251-263, 1993.
    • (1993) Chemometr. Intell. , vol.18 , Issue.3 , pp. 251-263
    • De Jong, S.1
  • 12
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Mach. Learn., Vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Mach. Learn. , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 14
    • 53249095969 scopus 로고    scopus 로고
    • Meta-analysis of gray matter anomalies in schizophrenia: Application of anatomic likelihood estimation and network analysis
    • D. Glahn, A. Laird, I. Ellison-Wright, S. Thelen, and J. Robinson et al., "Meta-analysis of gray matter anomalies in schizophrenia: Application of anatomic likelihood estimation and network analysis," Biol. Psychiatry, Vol. 64, no. 9, pp. 774-781, 2008.
    • (2008) Biol. Psychiatry , vol.64 , Issue.9 , pp. 774-781
    • Glahn, D.1    Laird, A.2    Ellison-Wright, I.3    Thelen, S.4    Robinson, J.5
  • 15
    • 0032987267 scopus 로고    scopus 로고
    • Increased dopamine transmission in schizophrenia: Relationship to illness phases
    • M. Laruelle, A. Abi-Dargham, R. Gil, L. Kegeles, and R. Innis, "Increased dopamine transmission in schizophrenia: relationship to illness phases," Biol. Psychiatry, Vol. 46, no. 1, pp. 56-72, 1999.
    • (1999) Biol. Psychiatry , vol.46 , Issue.1 , pp. 56-72
    • Laruelle, M.1    Abi-Dargham, A.2    Gil, R.3    Kegeles, L.4    Innis, R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.