Identifying diagnosis-specific genotype–phenotype associations via joint multitask sparse canonical correlation analysis and classification

MOTIVATION: Brain imaging genetics studies the complex associations between genotypic data such as single nucleotide polymorphisms (SNPs) and imaging quantitative traits (QTs). The neurodegenerative disorders usually exhibit the diversity and heterogeneity, originating from which different diagnosti...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Du, Lei, Liu, Fang, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L, Han, Junwei, Guo, Lei, Saykin, Andrew J, Shen, Li
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Studies of Phenotypes and Clinical Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7355274/
https://ncbi.nlm.nih.gov/pubmed/32657360
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa434
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