Differential co-expression network centrality and machine learning feature selection for identifying susceptibility hubs in networks with scale-free structure

BACKGROUND: Biological insights into group differences, such as disease status, have been achieved through differential co-expression analysis of microarray data. Additional understanding of group differences may be achieved by integrating the connectivity structure of the differential co-expression...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BioData Min
Prif Awduron: Lareau, Caleb A, White, Bill C, Oberg, Ann L, McKinney, Brett A
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2015
Pynciau:
Research
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4326454/
https://ncbi.nlm.nih.gov/pubmed/25685197
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-015-0040-x
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