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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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Detalles Bibliográficos
Autores principales: Ternès, Nils, Rotolo, Federico, Heinze, Georg, Michiels, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5763402/
https://www.ncbi.nlm.nih.gov/pubmed/27862181
http://dx.doi.org/10.1002/bimj.201500234

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