메뉴 건너뛰기




Volumn 2, Issue , 2009, Pages 754-758

Application of nonlinear classifiers with the principal component analysis in fMRI language activation pattern recognition in a multisite study for pediatric epilepsy

Author keywords

FMRI; Language networks; NDF; PCA; SVM

Indexed keywords

FMRI; LANGUAGE NETWORKS; NDF; PCA; SVM;

EID: 84864913024     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (1)

References (22)
  • 1
    • 0025630001 scopus 로고
    • Brain magnetic resonance imaging with contrast dependent on blood oxygenation
    • Dec
    • S. Ogawa, T. M. Lee, A. R. Kay, and D. W. Tank, "Brain magnetic resonance imaging with contrast dependent on blood oxygenation," Proc Natl Acad Sci USA, vol. 87, no. 24, pp. 9868-72, Dec, 1990.
    • (1990) Proc Natl Acad Sci USA , vol.87 , Issue.24 , pp. 9868-9872
    • Ogawa, S.1    Lee, T.M.2    Kay, A.R.3    Tank, D.W.4
  • 3
    • 2942620639 scopus 로고    scopus 로고
    • Language reorganization in children with early-onset lesions of the left hemisphere: An fMRI study
    • Jun
    • F. Liegeois, A. Connelly, J. H. Cross, S. G. Boyd, D. G. Gadian, F. Vargha-Khadem, and T. Baldeweg, "Language reorganization in children with early-onset lesions of the left hemisphere: an fMRI study," Brain, vol. 127, no. Pt 6, pp. 1229-36, Jun, 2004.
    • (2004) Brain , vol.127 , Issue.PART 6 , pp. 1229-1236
    • Liegeois, F.1    Connelly, A.2    Cross, J.H.3    Boyd, S.G.4    Gadian, D.G.5    Vargha-Khadem, F.6    Baldeweg, T.7
  • 4
    • 33646377856 scopus 로고    scopus 로고
    • A longitudinal functional magnetic resonance imaging study of language development in children 5 to 11 years old
    • May
    • J. P. Szafiarski, V. J. Schmithorst, M. Altaye, A. W. Byars, J. Ret, E. Plante, and S. K. Holland, "A longitudinal functional magnetic resonance imaging study of language development in children 5 to 11 years old," Ann Neurol, vol. 59, no. 5, pp. 796-807, May, 2006.
    • (2006) Ann Neurol , vol.59 , Issue.5 , pp. 796-807
    • Szafiarski, J.P.1    Schmithorst, V.J.2    Altaye, M.3    Byars, A.W.4    Ret, J.5    Plante, E.6    Holland, S.K.7
  • 5
    • 8444229297 scopus 로고    scopus 로고
    • Functional MR imaging of language, memory, and sensorimotor cortex
    • Aug
    • W. D. Gaillard, "Functional MR imaging of language, memory, and sensorimotor cortex," Neuroimaging Clin N Am, vol. 14, no. 3, pp. 471-85, Aug, 2004.
    • (2004) Neuroimaging Clin N Am , vol.14 , Issue.3 , pp. 471-485
    • Gaillard, W.D.1
  • 8
    • 0034876230 scopus 로고    scopus 로고
    • Language mapping in less than 15 minutes: Real-time functional MRI during routine clinical investigation
    • Sep
    • G. Fernandez, A. de Greiff, J. von Oertzen, M. Reuber, S. Lun, P. Klaver, J. Ruhlmann, J. Reul, and C. E. Elger, "Language mapping in less than 15 minutes: real-time functional MRI during routine clinical investigation," Neuroimage, vol. 14, no. 3, pp. 585-94, Sep, 2001.
    • (2001) Neuroimage , vol.14 , Issue.3 , pp. 585-594
    • Fernandez, G.1    De Greiff, A.2    Von Oertzen, J.3    Reuber, M.4    Lun, S.5    Klaver, P.6    Ruhlmann, J.7    Reul, J.8    Elger, C.E.9
  • 10
    • 38349123053 scopus 로고    scopus 로고
    • Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection
    • Feburary
    • G. Samanwoy, and A. Hojjat, "Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection," IEEE Transactions on Biomedical Engineering, vol. 55, no. 2, pp. 512-518, Feburary, 2008.
    • (2008) IEEE Transactions on Biomedical Engineering , vol.55 , Issue.2 , pp. 512-518
    • Samanwoy, G.1    Hojjat, A.2
  • 11
    • 0032986174 scopus 로고    scopus 로고
    • Principal component analysis of the dynamic response measured by fMRI: A generalized linear systems framework
    • Jul
    • A. H. Andersen, D. M. Gash, and M. J. Avison, "Principal component analysis of the dynamic response measured by fMRI: a generalized linear systems framework," Magn Reson Imaging, vol. 17, no. 6, pp. 795-815, Jul, 1999.
    • (1999) Magn Reson Imaging , vol.17 , Issue.6 , pp. 795-815
    • Andersen, A.H.1    Gash, D.M.2    Avison, M.J.3
  • 12
    • 84864919036 scopus 로고    scopus 로고
    • Principal component analysis and classification of fMRI activation maps
    • H. N. Suma, and S. Murali, "Principal Component Analysis and Classification of fMRI activation Maps," International Journal of Computer and Network Security, vol. 7, no. 11, pp. 235-242, 2007.
    • (2007) International Journal of Computer and Network Security , vol.7 , Issue.11 , pp. 235-242
    • Suma, H.N.1    Murali, S.2
  • 14
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery, vol. 2, pp. 36, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 36
    • Burges, C.J.C.1
  • 21
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • Oct
    • M. Jenkinson, P. Bannister, M. Brady, and S. Smidi, "Improved optimization for the robust and accurate linear registration and motion correction of brain images," Neuroimage, vol. 17, no. 2, pp. 825-41, Oct, 2002.
    • (2002) Neuroimage , vol.17 , Issue.2 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smidi, S.4
  • 22
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk., and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cognitive Neuroscience , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.