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Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression

Traditional neuroimaging studies in Alzheimer’s disease (AD) typically employ independent and pairwise analyses between multimodal data, which treat imaging biomarkers, cognitive measures, and disease status as isolated units. To enhance mechanistic understanding of AD, in this paper, we conduct a n...

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Main Authors: Wang, Hua, Nie, Feiping, Huang, Heng, Risacher, Shannon, Saykin, Andrew J, Shen, Li
Format: Artigo
Jezik:Inglês
Izdano: 2011
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Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3201708/
https://ncbi.nlm.nih.gov/pubmed/22003691
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