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New Method for Joint Network Analysis Reveals Common and Different Coexpression Patterns among Genes and Proteins in Breast Cancer

[Image: see text] We focus on characterizing common and different coexpression patterns among RNAs and proteins in breast cancer tumors. To address this problem, we introduce Joint Random Forest (JRF), a novel nonparametric algorithm to simultaneously estimate multiple coexpression networks by effec...

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Detalles Bibliográficos
Autores principales: Petralia, Francesca, Song, Won-Min, Tu, Zhidong, Wang, Pei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2016
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782177/
https://www.ncbi.nlm.nih.gov/pubmed/26733076
http://dx.doi.org/10.1021/acs.jproteome.5b00925