Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa

Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa

BackgroundCOVID-19 has strained healthcare resources, necessitating efficient prognostication to triage patients effectively. This study quantified COVID-19 risk factors and predicted COVID-19 intensive care unit (ICU) mortality in South Africa based on machine learning algorithms.MethodsData for th...

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Bibliographic Details
Main Authors: Emmanuel Chimbunde, Lovemore N. Sigwadhi, Jacques L. Tamuzi, Elphas L. Okango, Olawande Daramola, Veranyuy D. Ngah, Peter S. Nyasulu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Artificial Intelligence
Subjects:
machine learning
artificial neural network
K-means clustering
multilayer perceptron
COVID-19
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1171256/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2023.1171256/full

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