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Multi-Modal Multi-Task Learning for Joint Prediction of Multiple Regression and Classification Variables in Alzheimer’s Disease

Many machine learning and pattern classification methods have been applied to the diagnosis of Alzheimer’s disease (AD) and its prodromal stage, i.e., mild cognitive impairment (MCI). Recently, rather than predicting categorical variables as in classification, several pattern regression methods have...

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Bibliografiske detaljer
Main Authors: Zhang, Daoqiang, Shen, Dinggang
Format: Artigo
Sprog:Inglês
Udgivet: 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3230721/
https://ncbi.nlm.nih.gov/pubmed/21992749
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2011.09.069
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