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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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Bibliographische Detailangaben
Veröffentlicht in:Hum Brain Mapp
Hauptverfasser: Jie, Biao, Zhang, Daoqiang, Cheng, Bo, Shen, Dinggang
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2014
Schlagworte:
Online Zugang: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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