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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:BMC Bioinformatics
Päätekijät: Kang, Tianyu, Ding, Wei, Zhang, Luoyan, Ziemek, Daniel, Zarringhalam, Kourosh
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: BioMed Central 2017
Aiheet:
Linkit: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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