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Multi-kernel linear mixed model with adaptive lasso for prediction analysis on high-dimensional multi-omics data

MOTIVATION: The use of human genome discoveries and other established factors to build an accurate risk prediction model is an essential step toward precision medicine. While multi-layer high-dimensional omics data provide unprecedented data resources for prediction studies, their corresponding anal...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Li, Jun, Lu, Qing, Wen, Yalu
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7523642/
https://ncbi.nlm.nih.gov/pubmed/31693075
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz822
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