A super learner ensemble of 14 statistical learning models for predicting COVID-19 severity among patients with cardiovascular conditions

BACKGROUND: Cardiovascular and other circulatory system diseases have been implicated in the severity of COVID-19 in adults. This study provides a super learner ensemble of models for predicting COVID-19 severity among these patients. METHOD: The COVID-19 Dataset of the Cerner Real-World Data was us...

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Detalhes bibliográficos
Publicado no:Intell Based Med
Main Authors: Ehwerhemuepha, Louis, Danioko, Sidy, Verma, Shiva, Marano, Rachel, Feaster, William, Taraman, Sharief, Moreno, Tatiana, Zheng, Jianwei, Yaghmaei, Ehsan, Chang, Anthony
Formato: Artigo
Idioma:Inglês
Publicado em: The Author(s). Published by Elsevier B.V. 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7963518/
https://ncbi.nlm.nih.gov/pubmed/33748802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ibmed.2021.100030
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