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Discriminative self-representation sparse regression for neuroimaging-based alzheimer’s disease diagnosis

In this paper, we propose a novel feature selection method by jointly considering (1) ‘task-specific’ relations between response variables (e.g., clinical labels in this work) and neuroimaging features and (2) ‘self-representation’ relations among neuroimaging features in a sparse regression framewo...

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書目詳細資料
發表在:Brain Imaging Behav
Main Authors: Zhu, Xiaofeng, Suk, Heung-Il, Lee, Seong-Whan, Shen, Dinggang
格式: Artigo
語言:Inglês
出版: 2019
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5811409/
https://ncbi.nlm.nih.gov/pubmed/28624881
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11682-017-9731-x
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