Cargando…
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...
Autores principales: | Du, Lei, Liu, Fang, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L, Han, Junwei, Guo, Lei, Saykin, Andrew J, Shen, Li |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7355274/ https://www.ncbi.nlm.nih.gov/pubmed/32657360 http://dx.doi.org/10.1093/bioinformatics/btaa434 |
Ejemplares similares
-
Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort
por: Du, Lei, et al.
Publicado: (2019) -
Identification of associations between genotypes and longitudinal phenotypes via temporally-constrained group sparse canonical correlation analysis
por: Hao, Xiaoke, et al.
Publicado: (2017) -
PURA syndrome: clinical delineation and genotype-phenotype study in 32 individuals with review of published literature
por: Reijnders, Margot R F, et al.
Publicado: (2018) -
Variable expression of subclinical phenotypes instead of reduced penetrance in families with mild triphalangeal thumb phenotypes
por: Potuijt, Jacob W P, et al.
Publicado: (2020) -
Expansion of the clinical phenotype associated with mutations in activity-dependent neuroprotective protein
por: Pescosolido, Matthew F, et al.
Publicado: (2014)