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LSTM-based recurrent neural network provides effective short term flu forecasting

BACKGROUND: Influenza virus is responsible for a yearly epidemic in much of the world. To better predict short-term, seasonal variations in flu infection rates and possible mechanisms of yearly infection variation, we trained a Long Short-Term Memory (LSTM)-based deep neural network on historical In...

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Detalles Bibliográficos
Autores principales: Amendolara, Alfred B., Sant, David, Rotstein, Horacio G., Fortune, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500783/
https://www.ncbi.nlm.nih.gov/pubmed/37710241
http://dx.doi.org/10.1186/s12889-023-16720-6