Early Prediction Model for Critical Illness of Hospitalized COVID-19 Patients Based on Machine Learning Techniques

Early Prediction Model for Critical Illness of Hospitalized COVID-19 Patients Based on Machine Learning Techniques

MotivationPatients with novel coronavirus disease 2019 (COVID-19) worsen into critical illness suddenly is a matter of great concern. Early identification and effective triaging of patients with a high risk of developing critical illness COVID-19 upon admission can aid in improving patient care, inc...

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Bibliographic Details
Main Authors: Yacheng Fu, Weijun Zhong, Tao Liu, Jianmin Li, Kui Xiao, Xinhua Ma, Lihua Xie, Junyi Jiang, Honghao Zhou, Rong Liu, Wei Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Public Health
Subjects:
COVID-19
risk factors
critical illness
machine learning
LASSO regression
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.880999/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2022.880999/full

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