Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics

Brain imaging genetics studies the genetic basis of brain structures and functionalities via integrating genotypic data such as single nucleotide polymorphisms (SNPs) and imaging quantitative traits (QTs). In this area, both multi-task learning (MTL) and sparse canonical correlation analysis (SCCA)...

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Bibliografiset tiedot
Julkaisussa:IEEE/ACM Trans Comput Biol Bioinform
Päätekijät: Du, Lei, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L., Han, Junwei, Saykin, Andrew J., Guo, Lei, Shen, Li
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2021
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Article
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7156329/
https://ncbi.nlm.nih.gov/pubmed/31634139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2019.2947428
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