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A biological network-based regularized artificial neural network model for robust phenotype prediction from gene expression data

BACKGROUND: Stratification of patient subpopulations that respond favorably to treatment or experience and adverse reaction is an essential step toward development of new personalized therapies and diagnostics. It is currently feasible to generate omic-scale biological measurements for all patients...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Kang, Tianyu, Ding, Wei, Zhang, Luoyan, Ziemek, Daniel, Zarringhalam, Kourosh
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5735940/
https://ncbi.nlm.nih.gov/pubmed/29258445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1984-2
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