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Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options

To achieve personalized medicine, an individualized treatment strategy assigning treatment based on an individual’s characteristics that leads to the largest benefit can be considered. Recently, a machine learning approach, O-learning, has been proposed to estimate an optimal individualized treatmen...

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Detalhes bibliográficos
Publicado no:Proc Int Conf Data Sci Adv Anal
Main Authors: Zhou, Xuan, Wang, Yuanjia, Zeng, Donglin
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6437674/
https://ncbi.nlm.nih.gov/pubmed/30931437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/DSAA.2018.00072
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