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Volumn 8679, Issue , 2014, Pages 77-84

Manifold alignment and transfer learning for classification of alzheimer’s disease

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ACQUISITION; IMAGE SEGMENTATION; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; SAMPLING; ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); COMPUTER AIDED INSTRUCTION; LEARNING SYSTEMS;

EID: 84921739238     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-10581-9_10     Document Type: Article
Times cited : (39)

References (14)
  • 2
    • 84881226895 scopus 로고    scopus 로고
    • Locally Linear Embedding (LLE) for MRI based Alzheimer’s Disease Classification
    • Liu, X., Tosun, D., Weiner, M.W., Schuff, N.: Locally Linear Embedding (LLE) for MRI based Alzheimer’s Disease Classification. NeuroImage 83, 148–157 (2013)
    • (2013) NeuroImage , vol.83 , pp. 148-157
    • Liu, X.1    Tosun, D.2    Weiner, M.W.3    Schuff, N.4
  • 3
    • 84886738122 scopus 로고    scopus 로고
    • Sparse Multimodal Manifold-Regularized Transfer Learning for MCI Conversion Prediction
    • In: Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K., Wang, F. (eds.), Springer, Heidelberg
    • Cheng, B., Zhang, D., Jie, B., Shen, D.: Sparse Multimodal Manifold-Regularized Transfer Learning for MCI Conversion Prediction. In: Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K., Wang, F. (eds.) MLMI 2013. LNCS, vol. 8184, pp. 251–259. Springer, Heidelberg (2013)
    • (2013) MLMI 2013. LNCS, , vol.8184 , pp. 251-259
    • Cheng, B.1    Zhang, D.2    Jie, B.3    Shen, D.4
  • 5
    • 84898624767 scopus 로고    scopus 로고
    • Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO
    • Guerrero, R., Wolz, R., Rao, A.W., Rueckert, D.: Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO. NeuroImage 94C, 275–286 (2014)
    • (2014) NeuroImage , vol.94C , pp. 275-286
    • Guerrero, R.1    Wolz, R.2    Rao, A.W.3    Rueckert, D.4
  • 8
    • 84901248002 scopus 로고    scopus 로고
    • Groupwise simultaneous manifold alignment for high-resolution dynamic MR imaging of respiratory motion
    • In: Gee, J.C., Joshi, S., Pohl, K.M., Wells, W.M., Zöllei, L. (eds.), Springer, Heidelberg
    • Baumgartner, C.F., Kolbitsch, C., McClelland, J.R., Rueckert, D., King, A.P.: Groupwise simultaneous manifold alignment for high-resolution dynamic MR imaging of respiratory motion. In: Gee, J.C., Joshi, S., Pohl, K.M., Wells, W.M., Zöllei, L. (eds.) IPMI 2013. LNCS, vol. 7917, pp. 232–243. Springer, Heidelberg (2013)
    • (2013) IPMI 2013. LNCS, , vol.7917 , pp. 232-243
    • Baumgartner, C.F.1    Kolbitsch, C.2    McClelland, J.R.3    Rueckert, D.4    King, A.P.5
  • 11
    • 84880203756 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, pp. 585–591 (2002)
    • (2002) Advances in Neural Information Processing Systems , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 13
    • 0344374438 scopus 로고    scopus 로고
    • On standardizing the MR image intensity scale
    • Nyúl, L.G., Udupa, J.K.: On standardizing the MR image intensity scale. Magnetic Resonance in Medicine 42(6), 1072–1081 (1999)
    • (1999) Magnetic Resonance in Medicine , vol.42 , Issue.6 , pp. 1072-1081
    • Nyúl, L.G.1    Udupa, J.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.