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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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Bibliographic Details
Main Authors: Zhang, Daoqiang, Shen, Dinggang
Format: Artigo
Language:Inglês
Published: 2011
Subjects:
Online Access: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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