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Identification of biomarker‐by‐treatment interactions in randomized clinical trials with survival outcomes and high‐dimensional spaces

Stratified medicine seeks to identify biomarkers or parsimonious gene signatures distinguishing patients that will benefit most from a targeted treatment. We evaluated 12 approaches in high‐dimensional Cox models in randomized clinical trials: penalization of the biomarker main effects and biomarker...

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Detalhes bibliográficos
Publicado no:Biom J
Main Authors: Ternès, Nils, Rotolo, Federico, Heinze, Georg, Michiels, Stefan
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5763402/
https://ncbi.nlm.nih.gov/pubmed/27862181
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.201500234
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