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Volumn 8150 LNCS, Issue PART 2, 2013, Pages 583-590

Deep learning-based feature representation for AD/MCI classification

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; DIAGNOSTIC ACCURACY; FEATURE REPRESENTATION; LATENT INFORMATION; LOW-LEVEL FEATURES; MILD COGNITIVE IMPAIRMENTS (MCI); NONLINEAR RELATIONS; SIGNAL INTENSITIES;

EID: 84885898432     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40763-5_72     Document Type: Conference Paper
Times cited : (403)

References (13)
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    • Predictive markers for AD in a multimodality framework: An analysis of MCI progression in the ADNI population
    • Hinrichs, C., Singh, V., Xu, G., Johnson, S.C.: Predictive markers for AD in a multimodality framework: An analysis of MCI progression in the ADNI population. NeuroImage 55(2), 574-589 (2011)
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    • Hinrichs, C.1    Singh, V.2    Xu, G.3    Johnson, S.C.4
  • 7
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • Hinton, G.E., Osindero, S., Teh, Y.W.: A fast learning algorithm for deep belief nets. Neural Computation 18(7), 1527-1554 (2006)
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    • Hinton, G.E.1    Osindero, S.2    Teh, Y.W.3
  • 8
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    • Reducing the dimensionality of data with neural networks
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    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 12
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    • Multimodal techniques for diagnosis and prognosis of Alzheimer's disease
    • Perrin, R.J., Fagan, A.M., Holtzman, D.M.: Multimodal techniques for diagnosis and prognosis of Alzheimer's disease. Nature 461, 916-922 (2009)
    • (2009) Nature , vol.461 , pp. 916-922
    • Perrin, R.J.1    Fagan, A.M.2    Holtzman, D.M.3
  • 13
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    • Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
    • Zhang, D., Shen, D.: Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. NeuroImage 59(2), 895-907 (2012)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.