An Evolutionary Belief Rule-Based Clinical Decision Support System to Predict COVID-19 Severity under Uncertainty

An Evolutionary Belief Rule-Based Clinical Decision Support System to Predict COVID-19 Severity under Uncertainty

Accurate and rapid identification of the severe and non-severe COVID-19 patients is necessary for reducing the risk of overloading the hospitals, effective hospital resource utilization, and minimizing the mortality rate in the pandemic. A conjunctive belief rule-based clinical decision support syst...

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Bibliographic Details
Main Authors: Faisal Ahmed, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
belief rule base expert system
COVID-19 severity prediction
differential evolution
knowledge base system
optimization
machine learning
Online Access:https://www.mdpi.com/2076-3417/11/13/5810

Internet

https://www.mdpi.com/2076-3417/11/13/5810

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