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Machine Learning Algorithms are Superior to Conventional Regression Models in Predicting Risk Stratification of COVID-19 Patients

BACKGROUND: It is very important to determine the risk of patients developing severe or critical COVID-19, but most of the existing risk prediction models are established using conventional regression models. We aim to use machine learning algorithms to develop predictive models and compare predicti...

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Detalles Bibliográficos
Autores principales: Ye, Jiru, Hua, Meng, Zhu, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328384/
https://www.ncbi.nlm.nih.gov/pubmed/34349576
http://dx.doi.org/10.2147/RMHP.S318265