Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering

Statistical techniques such as propensity score matching and instrumental variable are commonly employed to “simulate” randomization and adjust for measured confounders in comparative effectiveness research. Despite such adjustments, the results of these methods apply essentially to an “average” pat...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Ngufor, Che, Warner, Matthew A., Murphree, Dennis H., Liu, Hongfang, Carter, Rickey, Storlie, Curtis B., Kor, Daryl J.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2018
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Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5977681/
https://ncbi.nlm.nih.gov/pubmed/29854202
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