메뉴 건너뛰기




Volumn 8184 LNCS, Issue , 2013, Pages 123-130

Metric space structures for computational anatomy

Author keywords

Alzheimer's disease; computational anatomy; manifold learning; shape analysis; structural MR image

Indexed keywords

LEARNING SYSTEMS; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; NEURODEGENERATIVE DISEASES;

EID: 84886742654     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-02267-3_16     Document Type: Conference Paper
Times cited : (6)

References (23)
  • 1
    • 0032298437 scopus 로고    scopus 로고
    • Computational anatomy: An emerging discipline
    • Grenander, U., Miller, M.: Computational anatomy: An emerging discipline. Quarterly of Applied Mathematics 56(4), 617-694 (1998)
    • (1998) Quarterly of Applied Mathematics , vol.56 , Issue.4 , pp. 617-694
    • Grenander, U.1    Miller, M.2
  • 2
    • 5444276422 scopus 로고    scopus 로고
    • Computing large deformation metric mappings via geodesic flows of diffeomorphisms
    • Beg, M., Miller, M., Trouvé, A., Younes, L.: Computing large deformation metric mappings via geodesic flows of diffeomorphisms. International Journal of Computer Vision 61(2), 139-157 (2005)
    • (2005) International Journal of Computer Vision , vol.61 , Issue.2 , pp. 139-157
    • Beg, M.1    Miller, M.2    Trouvé, A.3    Younes, L.4
  • 4
    • 84862810290 scopus 로고    scopus 로고
    • Isomap induced manifold embedding and its application to Alzheimer's disease and mild cognitive impairment
    • Park, H.: Isomap induced manifold embedding and its application to Alzheimer's disease and mild cognitive impairment. Neuroscience Letters (2012)
    • (2012) Neuroscience Letters
    • Park, H.1
  • 5
    • 80053997840 scopus 로고    scopus 로고
    • Random forest-based manifold learning for classification of imaging data in dementia
    • Suzuki, K., Wang, F., Shen, D., Yan, P. (eds.) MLMI 2011. Springer, Heidelberg
    • Gray, K.R., Aljabar, P., Heckemann, R.A., Hammers, A., Rueckert, D.: Random forest-based manifold learning for classification of imaging data in dementia. In: Suzuki, K., Wang, F., Shen, D., Yan, P. (eds.) MLMI 2011. LNCS, vol. 7009, pp. 159-166. Springer, Heidelberg (2011)
    • (2011) LNCS , vol.7009 , pp. 159-166
    • Gray, K.R.1    Aljabar, P.2    Heckemann, R.A.3    Hammers, A.4    Rueckert, D.5
  • 6
    • 84886735537 scopus 로고    scopus 로고
    • Random forest-based similarity measures for multi-modal classification of Alzheimer's disease
    • Gray, K., Aljabar, P., Heckemann, R., Hammers, A., Rueckert, D.: Random forest-based similarity measures for multi-modal classification of Alzheimer's disease. NeuroImage (2012)
    • (2012) NeuroImage
    • Gray, K.1    Aljabar, P.2    Heckemann, R.3    Hammers, A.4    Rueckert, D.5
  • 8
    • 79959582923 scopus 로고    scopus 로고
    • Approximations of the diffeomorphic metric and their applications in shape learning
    • Székely, G., Hahn, H.K. (eds.) IPMI 2011. Springer, Heidelberg
    • Yang, X., Goh, A., Qiu, A.: Approximations of the diffeomorphic metric and their applications in shape learning. In: Székely, G., Hahn, H.K. (eds.) IPMI 2011. LNCS, vol. 6801, pp. 257-270. Springer, Heidelberg (2011)
    • (2011) LNCS , vol.6801 , pp. 257-270
    • Yang, X.1    Goh, A.2    Qiu, A.3
  • 11
    • 55349141377 scopus 로고    scopus 로고
    • Multi-structure network shape analysis via normal surface momentum maps
    • Qiu, A., Miller, M.I., et al.: Multi-structure network shape analysis via normal surface momentum maps. NeuroImage 42(4), 1430 (2008)
    • (2008) NeuroImage , vol.42 , Issue.4 , pp. 1430
    • Qiu, A.1    Miller, M.I.2
  • 13
    • 44549086707 scopus 로고    scopus 로고
    • Freesurfer-initiated fully-automated subcortical brain segmentation in mri using large deformation diffeomorphic metric mapping
    • Khan, A.R., Wang, L., Beg, M.F.: Freesurfer-initiated fully-automated subcortical brain segmentation in mri using large deformation diffeomorphic metric mapping. NeuroImage 41(3), 735 (2008)
    • (2008) NeuroImage , vol.41 , Issue.3 , pp. 735
    • Khan, A.R.1    Wang, L.2    Beg, M.F.3
  • 14
    • 33846157190 scopus 로고    scopus 로고
    • Diffeomorphic metric surface mapping in subregion of the superior temporal gyrus
    • Vaillant, M., Qiu, A., Glaunès, J., Miller, M.: Diffeomorphic metric surface mapping in subregion of the superior temporal gyrus. NeuroImage 34(3), 1149-1159 (2007)
    • (2007) NeuroImage , vol.34 , Issue.3 , pp. 1149-1159
    • Vaillant, M.1    Qiu, A.2    Glaunès, J.3    Miller, M.4
  • 15
    • 33646545175 scopus 로고    scopus 로고
    • Surface matching via currents
    • Christensen, G.E., Sonka, M. (eds.) IPMI 2005. Springer, Heidelberg
    • Vaillant, M., Glaunès, J.: Surface matching via currents. In: Christensen, G.E., Sonka, M. (eds.) IPMI 2005. LNCS, vol. 3565, pp. 381-392. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3565 , pp. 381-392
    • Vaillant, M.1    Glaunès, J.2
  • 17
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum, J., De Silva, V., Langford, J.: A global geometric framework for nonlinear dimensionality reduction. Science 290(5500), 2319-2323 (2000)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.1    De Silva, V.2    Langford, J.3
  • 18
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • Belkin, M., Niyogi, P.: Laplacian eigenmaps and spectral techniques for embedding and clustering. In: Advances in Neural Information Processing Systems, vol. 14, pp. 585-591 (2001)
    • (2001) Advances in Neural Information Processing Systems , vol.14 , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 19
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • Software available at
    • Chang, C.C., Lin, C.J.: LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology 2, 27:1-27:27 (2011), Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
    • (2011) ACM Transactions on Intelligent Systems and Technology , vol.2
    • Chang, C.C.1    Lin, C.J.2
  • 20
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomforest
    • Liaw, A., Wiener, M.: Classification and regression by randomforest. R News 2(3), 18-22 (2002)
    • (2002) R News , vol.2 , Issue.3 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 22
    • 7044237462 scopus 로고    scopus 로고
    • Statistics on diffeomorphisms via tangent space representations
    • Vaillant, M., Miller, M.I., Younes, L., Trouvé, A., et al.: Statistics on diffeomorphisms via tangent space representations. NeuroImage 23(1), 161 (2004)
    • (2004) NeuroImage , vol.23 , Issue.1 , pp. 161
    • Vaillant, M.1    Miller, M.I.2    Younes, L.3    Trouvé, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.