Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort

MOTIVATION: Identifying the genetic basis of the brain structure, function and disorder by using the imaging quantitative traits (QTs) as endophenotypes is an important task in brain science. Brain QTs often change over time while the disorder progresses and thus understanding how the genetic factor...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Du, Lei, Liu, Kefei, Zhu, Lei, Yao, Xiaohui, Risacher, Shannon L, Guo, Lei, Saykin, Andrew J, Shen, Li
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Ismb/Eccb 2019 Conference Proceedings
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6613037/
https://ncbi.nlm.nih.gov/pubmed/31510645
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz320
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