Utilizing Google Search Data With Deep Learning, Machine Learning and Time Series Modeling to Forecast Influenza-Like Illnesses in South Africa

Utilizing Google Search Data With Deep Learning, Machine Learning and Time Series Modeling to Forecast Influenza-Like Illnesses in South Africa

Influenza-like illnesses (ILI) result in deaths and hospitalizations across the globe. Traditional surveillance systems rely on data from general medical practitioners. The process is resource-intensive and plagued with delay. Although recent studies have shown the potential utility of free and fast...

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Bibliographic Details
Main Authors: Seun O. Olukanmi, Fulufhelo V. Nelwamondo, Nnamdi I. Nwulu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
flu surveillance
Google Trends
ILI reporting
influenza forecasting
machine learning
Online Access:https://ieeexplore.ieee.org/document/9530708/

Internet

https://ieeexplore.ieee.org/document/9530708/

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