메뉴 건너뛰기




Volumn 8184 LNCS, Issue , 2013, Pages 251-259

Sparse multimodal manifold-regularized transfer learning for MCI conversion prediction

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; NEURODEGENERATIVE DISEASES; NEUROIMAGING;

EID: 84886738122     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-02267-3_32     Document Type: Conference Paper
Times cited : (5)

References (16)
  • 1
    • 84855418467 scopus 로고    scopus 로고
    • Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data
    • Cho, Y., Seong, J.K., Jeong, Y., Shin, S.Y.: Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data. NeuroImage 59, 2217-2230 (2012)
    • (2012) NeuroImage , vol.59 , pp. 2217-2230
    • Cho, Y.1    Seong, J.K.2    Jeong, Y.3    Shin, S.Y.4
  • 2
    • 83055184373 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative: Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
    • Zhang, D., Shen, D., Alzheimer's Disease Neuroimaging Initiative: Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. NeuroImage 59, 895-907 (2012)
    • (2012) NeuroImage , vol.59 , pp. 895-907
    • Zhang, D.1    Shen, D.2
  • 5
    • 80052668553 scopus 로고    scopus 로고
    • Morphological factor estimation via high-dimensional reduction: Prediction of MCI conversion to probable AD
    • Duchesne, S., Mouiha, A.: Morphological factor estimation via high-dimensional reduction: prediction of MCI conversion to probable AD. International Journal of Alzheimer's Disease 2011, 914085 (2011)
    • (2011) International Journal of Alzheimer's Disease , vol.2011 , pp. 914085
    • Duchesne, S.1    Mouiha, A.2
  • 6
    • 79955059574 scopus 로고    scopus 로고
    • Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
    • Cuingnet, R., Gerardin, E., Tessieras, J., Auzias, G., Lehericy, S., Habert, M.O., Chupin, M., Benali, H., Colliot, O.: Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database. NeuroImage 56, 766-781 (2011)
    • (2011) NeuroImage , vol.56 , pp. 766-781
    • Cuingnet, R.1    Gerardin, E.2    Tessieras, J.3    Auzias, G.4    Lehericy, S.5    Habert, M.O.6    Chupin, M.7    Benali, H.8    Colliot, O.9
  • 7
    • 79952067946 scopus 로고    scopus 로고
    • Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)
    • Filipovych, R., Davatzikos, C.: Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI). NeuroImage 55(3), 1109-1119 (2011)
    • (2011) NeuroImage , vol.55 , Issue.3 , pp. 1109-1119
    • Filipovych, R.1    Davatzikos, C.2
  • 8
    • 84872575289 scopus 로고    scopus 로고
    • Domain transfer learning for MCI conversion prediction
    • Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part I. Springer, Heidelberg
    • Cheng, B., Zhang, D., Shen, D.: Domain transfer learning for MCI conversion prediction. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part I. LNCS, vol. 7510, pp. 82-90. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7510 , pp. 82-90
    • Cheng, B.1    Zhang, D.2    Shen, D.3
  • 11
    • 79952073234 scopus 로고    scopus 로고
    • Multimodal classification of Alzheimer's disease and mild cognitive impairment
    • Zhang, D., Wang, Y., Zhou, L., Yuan, H., Shen, D.: Multimodal classification of Alzheimer's disease and mild cognitive impairment. NeuroImage 55(3), 856-867 (2011)
    • (2011) NeuroImage , vol.55 , Issue.3 , pp. 856-867
    • Zhang, D.1    Wang, Y.2    Zhou, L.3    Yuan, H.4    Shen, D.5
  • 12
    • 82255185706 scopus 로고    scopus 로고
    • Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies
    • Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011, Part III. Springer, Heidelberg
    • Wang, Y., Nie, J., Yap, P.-T., Shi, F., Guo, L., Shen, D.: Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies. In: Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011, Part III. LNCS, vol. 6893, pp. 635-642. Springer, Heidelberg (2011)
    • (2011) LNCS , vol.6893 , pp. 635-642
    • Wang, Y.1    Nie, J.2    Yap, P.-T.3    Shi, F.4    Guo, L.5    Shen, D.6
  • 13
    • 0036880516 scopus 로고    scopus 로고
    • HAMMER: Hierarchical attribute matching mechanism for elastic registration
    • Shen, D., Davatzikos, C.: HAMMER: Hierarchical attribute matching mechanism for elastic registration. IEEE Transactions on Medical Imaging 21, 1421-1439 (2002)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , pp. 1421-1439
    • Shen, D.1    Davatzikos, C.2
  • 15
    • 33750729556 scopus 로고    scopus 로고
    • Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
    • Belkin, M., Niyogi, P., Sindhwani, V.: Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples. Journal of Machine Learning Research 7, 2399-2434 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.