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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Detalles Bibliográficos
Autores principales: Kang, Tianyu, Ding, Wei, Zhang, Luoyan, Ziemek, Daniel, Zarringhalam, Kourosh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5735940/
https://www.ncbi.nlm.nih.gov/pubmed/29258445
http://dx.doi.org/10.1186/s12859-017-1984-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5735940/
https://www.ncbi.nlm.nih.gov/pubmed/29258445
http://dx.doi.org/10.1186/s12859-017-1984-2

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