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Volumn 7510 LNCS, Issue , 2012, Pages 723-730

Deriving statistical significance maps for SVM based image classification and group comparisons

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSIS; IMAGE CLASSIFICATION; MEDICAL COMPUTING; NEUROIMAGING;

EID: 84872527748     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33415-3_89     Document Type: Conference Paper
Times cited : (24)

References (12)
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    • Ashburner, J.1    Friston, K.J.2
  • 2
    • 4344667151 scopus 로고    scopus 로고
    • Why voxel-based morphometric analysis should be used with great caution when characterizing group differences
    • Davatzikos, C.: Why voxel-based morphometric analysis should be used with great caution when characterizing group differences. Neuroimage 23(1), 17–20 (2004)
    • (2004) Neuroimage , vol.23 , Issue.1 , pp. 17-20
    • Davatzikos, C.1
  • 3
    • 28244492778 scopus 로고    scopus 로고
    • Classifying brain states and determining the discriminating activation patterns: Support vector machine on functional mri data
    • Mouro-Miranda, J., Bokde, A.L.W., Born, C., Hampel, H., Stetter, M.: Classifying brain states and determining the discriminating activation patterns: Support vector machine on functional mri data. Neuroimage 28(4), 980–995 (2005)
    • (2005) Neuroimage , vol.28 , Issue.4 , pp. 980-995
    • Mouro-Miranda, J.1    Bokde, A.L.W.2    Born, C.3    Hampel, H.4    Stetter, M.5
  • 4
    • 34347333571 scopus 로고    scopus 로고
    • Support vector machine learning-based fmri data group analysis
    • Wang, Z., Childress, A.R., Wang, J., Detre, J.A.: Support vector machine learning-based fmri data group analysis. Neuroimage 36(4), 1139–1151 (2007)
    • (2007) Neuroimage , vol.36 , Issue.4 , pp. 1139-1151
    • Childress Wang Detre, Z.A.R.J.J.A.1
  • 6
    • 13144306071 scopus 로고    scopus 로고
    • Genome-wide association studies for common diseases and complex traits
    • Hirschhorn, J.N., Daly, M.J.: Genome-wide association studies for common diseases and complex traits. Nat. Rev. Genet. 6(2), 95–108 (2005)
    • (2005) Nat. Rev. Genet. , vol.6 , Issue.2 , pp. 95-108
    • Hirschhorn, J.N.1    Daly, M.J.2
  • 8
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges, C.J.C.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2, 121–167 (1998)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 10
    • 0032638628 scopus 로고    scopus 로고
    • Least Squares Support Vector Machine Classifiers
    • Suykens, J.A.K., Vandewalle, J.: Least Squares Support Vector Machine Classifiers. Neural Processing Letters 9(3), 293–300 (1999)
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.