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Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression
BACKGROUND: Network-based approaches have recently gained considerable popularity in high- dimensional regression settings. For example, the Cox regression model is widely used in expression analysis to predict the survival of patients. However, as the number of genes becomes substantially larger th...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4331683/ https://www.ncbi.nlm.nih.gov/pubmed/25708115 http://dx.doi.org/10.1186/1752-0509-9-S1-S8 |