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An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests

With new treatments and novel technology available, precision medicine has become a key topic in the new era of healthcare. Traditional statistical methods for precision medicine focus on subgroup discovery through identifying interactions between a few markers and treatment regimes. However, given...

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Библиографические подробности
Опубликовано в: :J Comput Graph Stat
Главные авторы: Doubleday, Kevin, Zhou, Hua, Fu, Haoda, Zhou, Jin
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7286561/
https://ncbi.nlm.nih.gov/pubmed/32523325
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2018.1451337
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