Improving the sensitivity of sample clustering by leveraging gene co-expression networks in variable selection

BACKGROUND: Many variable selection techniques have been proposed for the clustering of gene expression data. While these methods tend to filter out irrelevant genes and identify informative genes that contribute to a clustering solution, they are based on criteria that do not consider the potential...

Full description

Saved in:
Bibliographic Details
Main Authors: Wang, Zixing, Lucas, F Anthony San, Qiu, Peng, Liu, Yin
Format: Artigo
Language:Inglês
Published: BioMed Central 2014
Subjects:
Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4035826/
https://ncbi.nlm.nih.gov/pubmed/24885641
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-15-153
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items