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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Enregistré dans:
Détails bibliographiques
Publié dans:Bioinformatics
Auteurs principaux: Du, Lei, Liu, Fang, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L, Han, Junwei, Guo, Lei, Saykin, Andrew J, Shen, Li
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2020
Sujets:
Studies of Phenotypes and Clinical Applications
Accès en ligne: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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