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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發表在:AMIA Annu Symp Proc
Main Authors: Ngufor, Che, Warner, Matthew A., Murphree, Dennis H., Liu, Hongfang, Carter, Rickey, Storlie, Curtis B., Kor, Daryl J.
格式: Artigo
語言:Inglês
出版: American Medical Informatics Association 2018
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Articles
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5977681/
https://ncbi.nlm.nih.gov/pubmed/29854202
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