Neural networks to model COVID-19 dynamics and allocate healthcare resources

Abstract This study presents a neural network-based framework for COVID-19 transmission prediction and healthcare resource optimization. The model achieves high prediction accuracy by integrating epidemiological, mobility, vaccination, and environmental data and enables dynamic resource allocation....

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Abdullah Ali H. Ahmadini, Yashpal Singh Raghav, Ali M. Mahnashi, Khalid Ul Islam Rather, Irfan Ali
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Subjects:
Neural networks
COVID-19 forecasting
Healthcare resource optimization
Epidemiological modeling
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-00153-9

Internet

https://doi.org/10.1038/s41598-025-00153-9

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