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Pathway Aggregation for Survival Prediction via Multiple Kernel Learning

Attempts to predict prognosis in cancer patients using high dimensional genomic data such as gene expression in tumor tissue can be made difficult by the large number of features and the potential complexity of the relationship between features and the outcome. Integrating prior biological knowledge...

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Detalhes bibliográficos
Publicado no:Stat Med
Main Authors: Sinnott, Jennifer A., Cai, Tianxi
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5994931/
https://ncbi.nlm.nih.gov/pubmed/29664143
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7681
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