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Neurodegenerative Disease Diagnosis using Incomplete Multi-Modality Data via Matrix Shrinkage and Completion

In this work, we are interested in predicting the diagnostic statuses of potentially neurodegenerated patients using feature values derived from multi-modality neuroimaging data and biological data, which might be incomplete. Collecting the feature values into a matrix, with each row containing a fe...

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Detalhes bibliográficos
Main Authors: Thung, Kim-Han, Wee, Chong-Yaw, Yap, Pew-Thian, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4096013/
https://ncbi.nlm.nih.gov/pubmed/24480301
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2014.01.033
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