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Inherent Structure-Guided Multi-view Learning for Alzheimer’s Disease and Mild Cognitive Impairment Classification

Multi-atlas based morphometric pattern analysis has been recently proposed for the automatic diagnosis of Alzheimer’s disease (AD) and its early stage, i.e., mild cognitive impairment (MCI), where multi-view feature representations for subjects are generated by using multiple atlases. However, exist...

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Vydáno v:Mach Learn Med Imaging
Hlavní autoři: Liu, Mingxia, Zhang, Daoqiang, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4830487/
https://ncbi.nlm.nih.gov/pubmed/27088137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24888-2_36
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