Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort

Motivation: Recent advances in high-throughput genotyping and brain imaging techniques enable new approaches to study the influence of genetic variation on brain structures and functions. Traditional association studies typically employ independent and pairwise univariate analysis, which treats sing...

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Main Authors: Wang, Hua, Nie, Feiping, Huang, Heng, Kim, Sungeun, Nho, Kwangsik, Risacher, Shannon L., Saykin, Andrew J., Shen, Li
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2012
Teme:
Original Papers
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3259438/
https://ncbi.nlm.nih.gov/pubmed/22155867
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btr649
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