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The predictive skill of convolutional neural networks models for disease forecasting

In this paper we investigate the utility of one-dimensional convolutional neural network (CNN) models in epidemiological forecasting. Deep learning models, in particular variants of recurrent neural networks (RNNs) have been studied for ILI (Influenza-Like Illness) forecasting, and have achieved a h...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Lee, Kookjin, Ray, Jaideep, Safta, Cosmin
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8270135/
https://ncbi.nlm.nih.gov/pubmed/34242349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0254319
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