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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Bibliografische gegevens
Gepubliceerd in:Bioinformatics
Hoofdauteurs: Du, Lei, Liu, Fang, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L, Han, Junwei, Guo, Lei, Saykin, Andrew J, Shen, Li
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2020
Onderwerpen:
Studies of Phenotypes and Clinical Applications
Online toegang: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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