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Machine Learning for Treatment Assignment: Improving Individualized Risk Attribution

Clinical studies model the average treatment effect (ATE), but apply this population-level effect to future individuals. Due to recent developments of machine learning algorithms with useful statistical guarantees, we argue instead for modeling the individualized treatment effect (ITE), which has be...

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Detalles Bibliográficos
Publicado en:AMIA Annu Symp Proc
Main Authors: Weiss, Jeremy, Kuusisto, Finn, Boyd, Kendrick, Liu, Jie, Page, David
Formato: Artigo
Idioma:Inglês
Publicado: American Medical Informatics Association 2015
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765638/
https://ncbi.nlm.nih.gov/pubmed/26958271
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