Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning

Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning

In this paper, a machine learning-based system for the prediction of the required level of respiratory support in COVID-19 patients is proposed. The level of respiratory support is divided into three classes: class 0 which refers to minimal support, class 1 which refers to non-invasive support, and...

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Bibliographic Details
Main Authors: Hisham Abdeltawab, Fahmi Khalifa, Yaser ElNakieb, Ahmed Elnakib, Fatma Taher, Norah Saleh Alghamdi, Harpal Singh Sandhu, Ayman El-Baz
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Bioengineering
Subjects:
COVID-19
respiratory support
machine learning
feature selection
Online Access:https://www.mdpi.com/2306-5354/9/10/536

Internet

https://www.mdpi.com/2306-5354/9/10/536

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