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Volumn 4584 LNCS, Issue , 2007, Pages 581-593

Kernel-based manifold learning for statistical analysis of diffusion tensor images

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; DISCRIMINANT ANALYSIS; LEARNING SYSTEMS; MEDICAL APPLICATIONS; PRINCIPAL COMPONENT ANALYSIS; TENSORS;

EID: 34548458150     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73273-0_48     Document Type: Conference Paper
Times cited : (17)

References (15)
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    • LeBihan, D.1    Mangin, J.F.2
  • 2
    • 4744363065 scopus 로고    scopus 로고
    • Quantitative analysis of diffusion tensor orientation: Theoretical framework
    • Wu, Y.C., Field, A.S., et al.: Quantitative analysis of diffusion tensor orientation: Theoretical framework. Magnetic Resonance in Medicine 52, 1146-1155 (2004)
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    • Wu, Y.C.1    Field, A.S.2
  • 3
    • 33746718728 scopus 로고    scopus 로고
    • Statistics on the manifold of multivariate normal distributions: Theory and application to diffusion tensor MRI processing. Journal of Math
    • Lenglet, C., Rousson, M., Deriche, R., Faugeras, O.: Statistics on the manifold of multivariate normal distributions: Theory and application to diffusion tensor MRI processing. Journal of Math. Imaging and Vision 25(3), 423-444 (2006)
    • (2006) Imaging and Vision , vol.25 , Issue.3 , pp. 423-444
    • Lenglet, C.1    Rousson, M.2    Deriche, R.3    Faugeras, O.4
  • 4
    • 35048879816 scopus 로고    scopus 로고
    • Principal geodesic analysis on symmetric spaces: Statistics of diffusion tensors
    • Sonka, M, Kakadiaris, I.A, Kybic, J, eds, Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, Springer, Heidelberg
    • Fletcher, P.T., Joshi, S.: Principal geodesic analysis on symmetric spaces: Statistics of diffusion tensors. In: Sonka, M., Kakadiaris, I.A., Kybic, J. (eds.) Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis. LNCS, vol. 3117, pp. 87-98. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.3117 , pp. 87-98
    • Fletcher, P.T.1    Joshi, S.2
  • 5
    • 33750954186 scopus 로고    scopus 로고
    • Manifold based analysis of diffusion tensor images using isomaps
    • IEEE, Washington, DC, USA
    • Verma, R., Davatzikos, C.: Manifold based analysis of diffusion tensor images using isomaps. In: IEEE Int. Symp. on Biomed, Imaging, pp. 790-793. IEEE, Washington, DC, USA (2006)
    • (2006) IEEE Int. Symp. on Biomed, Imaging , pp. 790-793
    • Verma, R.1    Davatzikos, C.2
  • 6
    • 31844442219 scopus 로고    scopus 로고
    • Geometric Methods for Feature Extraction and Dimensional Reduction
    • Kluwer Academic Publishers, Dordrecht
    • Burges, C.: Geometric Methods for Feature Extraction and Dimensional Reduction. In: Data Mining and Knowledge Discovery Handbook, Kluwer Academic Publishers, Dordrecht (2005)
    • (2005) Data Mining and Knowledge Discovery Handbook
    • Burges, C.1
  • 7
    • 33747816098 scopus 로고    scopus 로고
    • Deformable registration of diffusion tensor MR images with explicit orientation optimization
    • Zhang, H., Yushkevich, P., et al.: Deformable registration of diffusion tensor MR images with explicit orientation optimization. Medical Image Analysis 10(5), 764-785 (2006)
    • (2006) Medical Image Analysis , vol.10 , Issue.5 , pp. 764-785
    • Zhang, H.1    Yushkevich, P.2
  • 8
    • 33845547774 scopus 로고    scopus 로고
    • Cao, Y., Miller, M., Mori, S., Winslow, R., Younes, L.: Diffeomorphic matching of diffusion tensor images. In: CVPR-MMBIA, 67 (2006)
    • Cao, Y., Miller, M., Mori, S., Winslow, R., Younes, L.: Diffeomorphic matching of diffusion tensor images. In: CVPR-MMBIA, 67 (2006)
  • 11
    • 0012993529 scopus 로고    scopus 로고
    • Orthogonal series density estimation and the kernel eigenvalue problem
    • Girolami, M.: Orthogonal series density estimation and the kernel eigenvalue problem. Neural Computation 14(3), 669-688 (2002)
    • (2002) Neural Computation , vol.14 , Issue.3 , pp. 669-688
    • Girolami, M.1
  • 14
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    • Medical Image Computing and Computer-Assisted Intervention
    • Duncan, J.S, Gerig, G, eds, MICCAI 2005, Springer, Heidelberg
    • Arsigny, V., Fillard, P., et al.: Medical Image Computing and Computer-Assisted Intervention. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749, pp. 115-122. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3749 , pp. 115-122
    • Arsigny, V.1    Fillard, P.2
  • 15
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    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • Genovese, C., Lazar, N., Nichols, T.: Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neurolmage 15, 870-878 (2002)
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    • Genovese, C.1    Lazar, N.2    Nichols, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.