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A Novel Multi-relation Regularization Method for Regression and Classification in AD Diagnosis

In this paper, we consider the joint regression and classification in Alzheimer’s disease diagnosis and propose a novel multi-relation regularization method that exploits the relational information inherent in the observations and then combines it with an ℓ(2,1)-norm within a least square regression...

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Detaylı Bibliyografya
Yayımlandı:Med Image Comput Comput Assist Interv
Asıl Yazarlar: Zhu, Xiaofeng, Suk, Heung-Il, Shen, Dinggang
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2014
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6892168/
https://ncbi.nlm.nih.gov/pubmed/25320825
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-10443-0_51
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