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Manifold regularized multitask feature learning for multimodality disease classification

Multimodality based methods have shown great advantages in classification of Alzheimer's disease (AD) and its prodromal stage, that is, mild cognitive impairment (MCI). Recently, multitask feature selection methods are typically used for joint selection of common features across multiple modali...

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Bibliographic Details
Published in:Hum Brain Mapp
Main Authors: Jie, Biao, Zhang, Daoqiang, Cheng, Bo, Shen, Dinggang
Format: Artigo
Language:Inglês
Published: John Wiley and Sons Inc. 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4470367/
https://ncbi.nlm.nih.gov/pubmed/25277605
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.22642
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