The predictive skill of convolutional neural networks models for disease forecasting.

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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Bibliographic Details
Main Authors:	Kookjin Lee, Jaideep Ray, Cosmin Safta
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2021-01-01
Series:	PLoS ONE
Online Access:	https://doi.org/10.1371/journal.pone.0254319

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