Laddar...
Bayesian ensemble methods for survival prediction in gene expression data
Motivation: We propose a Bayesian ensemble method for survival prediction in high-dimensional gene expression data. We specify a fully Bayesian hierarchical approach based on an ensemble ‘sum-of-trees’ model and illustrate our method using three popular survival models. Our non-parametric method inc...
Sparad:
| Huvudupphovsmän: | , , , , , |
|---|---|
| Materialtyp: | Artigo |
| Språk: | Inglês |
| Publicerad: |
Oxford University Press
2011
|
| Ämnen: | |
| Länkar: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3031034/ https://ncbi.nlm.nih.gov/pubmed/21148161 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq660 |
| Taggar: |
Lägg till en tagg
Inga taggar, Lägg till första taggen!
|