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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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Hlavní autoři: Zhang, Daoqiang, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2011
Témata:
On-line přístup: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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