Pattern Discovery in Brain Imaging Genetics via SCCA Modeling with a Generic Non-convex Penalty

Brain imaging genetics intends to uncover associations between genetic markers and neuroimaging quantitative traits. Sparse canonical correlation analysis (SCCA) can discover bi-multivariate associations and select relevant features, and is becoming popular in imaging genetic studies. The L1-norm fu...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Du, Lei, Liu, Kefei, Yao, Xiaohui, Yan, Jingwen, Risacher, Shannon L., Han, Junwei, Guo, Lei, Saykin, Andrew J., Shen, Li
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5656688/
https://ncbi.nlm.nih.gov/pubmed/29070790
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-13930-y
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