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Volumn , Issue , 2006, Pages 1463-1469

Spatial SVM for feature selection and fMRI activation detection

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); HEMODYNAMICS; MAGNETIC RESONANCE IMAGING; MULTIVARIABLE CONTROL SYSTEMS; REGRESSION ANALYSIS;

EID: 40649091874     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (16)
  • 1
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    • (1998) Magnetic Resonance in Medicine , vol.39 , Issue.6 , pp. 855-864
    • Buxton, R.1    Wong, E.2    Frank, L.3
  • 2
    • 0037765189 scopus 로고    scopus 로고
    • Patterns of activaity in the catergorical representations of objects
    • Carlson, T.A., Schratcr, P., He, S., 2003. Patterns of activaity in the catergorical representations of objects. J. Cogn. Neurosci. 15 (5)), 704-717.
    • (2003) J. Cogn. Neurosci , vol.15 , Issue.5 , pp. 704-717
    • Carlson, T.A.1    Schratcr, P.2    He, S.3
  • 4
    • 0346250790 scopus 로고    scopus 로고
    • 20004. Practical Selection of SVM Parameters and Noise Estimation for SVM Regression
    • Cherkassky,V., Ma, Y., 20004. Practical Selection of SVM Parameters and Noise Estimation for SVM Regression, Neural Network 17(1): 113-26.
    • Neural Network , vol.17 , Issue.1 , pp. 113-126
    • Cherkassky, V.1    Ma, Y.2
  • 5
    • 0041737619 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging (fMRI) "brain reading": Detecting and classifying distributed patterns of fMRI activity in human visual cortex
    • Cox, D.D., Savoy, R.L, 2003. Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19, 261-270.
    • (2003) Neuroimage , vol.19 , pp. 261-270
    • Cox, D.D.1    Savoy, R.L.2
  • 7
    • 0033778839 scopus 로고    scopus 로고
    • Nonlinear responses in fMRI: The Balloon model, Volterra kernels, and other hemodynamics
    • Friston, K., Mechelli, A., Turner, R., and Price, C. 2000. Nonlinear responses in fMRI: the Balloon model, Volterra kernels, and other hemodynamics. NeuroImage, 12(4):466-477.
    • (2000) NeuroImage , vol.12 , Issue.4 , pp. 466-477
    • Friston, K.1    Mechelli, A.2    Turner, R.3    Price, C.4
  • 8
    • 7444272556 scopus 로고    scopus 로고
    • Optimal spatial regularization of autocorrelation estimates in fMRI analysis
    • Gautama, T., and Van Hulle, M.M. 2004. Optimal spatial regularization of autocorrelation estimates in fMRI analysis. Neuroimage, 23: 1023-1216.
    • (2004) Neuroimage , vol.23 , pp. 1023-1216
    • Gautama, T.1    Van Hulle, M.M.2
  • 9
    • 19344370474 scopus 로고    scopus 로고
    • Support vector machines for temporal classification of block design fMRI data
    • LaConte, S., Strother, S., Cherkassky, V., Anderson, J., Hu, X., 2005. Support vector machines for temporal classification of block design fMRI data. NeuroImage 26, 317-329.
    • (2005) NeuroImage , vol.26 , pp. 317-329
    • LaConte, S.1    Strother, S.2    Cherkassky, V.3    Anderson, J.4    Hu, X.5
  • 13
    • 34548551168 scopus 로고    scopus 로고
    • SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information
    • Stoeckel, J., Fung, G., 2005. SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information, Fifth IEEE International Conference on Data Mining (ICDM'05) pp. 410-417.
    • (2005) Fifth IEEE International Conference on Data Mining (ICDM'05) , pp. 410-417
    • Stoeckel, J.1    Fung, G.2
  • 16
    • 0030447626 scopus 로고    scopus 로고
    • Assessment and optimization of functional MRI analysis
    • Xiong, J., Gao, Fox, P., 1996. Assessment and optimization of functional MRI analysis. Hum. Brain Mapp. 4, 153-167.
    • (1996) Hum. Brain Mapp , vol.4 , pp. 153-167
    • Xiong, J.1    Gao, F.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.