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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2017
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| Materias: | |
| 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 |