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Reinforcement learning in clinical medicine: a method to optimize dynamic treatment regime over time

Precision medicine requires individualized treatment regime for subjects with different clinical characteristics. Machine learning methods have witnessed rapid progress in recent years, which can be employed to make individualized treatment regime in clinical practice. The idea of reinforcement lear...

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Detalhes bibliográficos
Publicado no:Ann Transl Med
Autor principal: Zhang, Zhongheng
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6694251/
https://ncbi.nlm.nih.gov/pubmed/31475215
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2019.06.75
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