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On Sparse representation for Optimal Individualized Treatment Selection with Penalized Outcome Weighted Learning

As a new strategy for treatment which takes individual heterogeneity into consideration, personalized medicine is of growing interest. Discovering individualized treatment rules (ITRs) for patients who have heterogeneous responses to treatment is one of the important areas in developing personalized...

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Detalhes bibliográficos
Publicado no:Stat
Main Authors: Song, Rui, Kosorok, Michael, Zeng, Donglin, Zhao, Yingqi, Laber, Eric, Yuan, Ming
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4394905/
https://ncbi.nlm.nih.gov/pubmed/25883393
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.78
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