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Integrative analysis of multi-dimensional imaging genomics data for Alzheimer's disease prediction

In this paper, we explore the effects of integrating multi-dimensional imaging genomics data for Alzheimer's disease (AD) prediction using machine learning approaches. Precisely, we compare our three recent proposed feature selection methods [i.e., multiple kernel learning (MKL), high-order gra...

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Bibliografiska uppgifter
Huvudupphovsmän: Zhang, Ziming, Huang, Heng, Shen, Dinggang
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2014
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4201101/
https://ncbi.nlm.nih.gov/pubmed/25368574
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnagi.2014.00260
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