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A Predictive Framework for Integrating Disparate Genomic Data Types Using Sample-Specific Gene Set Enrichment Analysis and Multi-Task Learning

Understanding the root molecular and genetic causes driving complex traits is a fundamental challenge in genomics and genetics. Numerous studies have used variation in gene expression to understand complex traits, but the underlying genomic variation that contributes to these expression changes is n...

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Bibliografiske detaljer
Main Authors: Bennett, Brian D., Xiong, Qing, Mukherjee, Sayan, Furey, Terrence S.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3441565/
https://ncbi.nlm.nih.gov/pubmed/23028573
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0044635
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