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Gene prioritization using Bayesian matrix factorization with genomic and phenotypic side information

MOTIVATION: Most gene prioritization methods model each disease or phenotype individually, but this fails to capture patterns common to several diseases or phenotypes. To overcome this limitation, we formulate the gene prioritization task as the factorization of a sparsely filled gene-phenotype matr...

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Veröffentlicht in:Bioinformatics
Hauptverfasser: Zakeri, Pooya, Simm, Jaak, Arany, Adam, ElShal, Sarah, Moreau, Yves
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022676/
https://ncbi.nlm.nih.gov/pubmed/29949967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty289
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