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Predictive and interpretable machine learning for COVID-19 resurgences: the role of SARS-CoV-2 variants in the post-pandemic era

Abstract Background Traditional COVID-19 forecasting often misses the rapid dynamics of viral competition, limiting timely ublic health responses. This study demonstrates the value of incorporating SARS-CoV-2 variant data into recurrent neural networks, using an interpretable, data-driven approach t...

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Bibliografische gegevens
Hoofdauteurs: Rafaella S. Ferreira, Marilaine Colnago, Wallace Casaca
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BMC 2025-12-01
Reeks:BMC Infectious Diseases
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Online toegang:https://doi.org/10.1186/s12879-025-12366-4
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