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Development and evaluation of a deep learning approach for modeling seasonality and trends in hand-foot-mouth disease incidence in mainland China

The high incidence, seasonal pattern and frequent outbreaks of hand, foot, and mouth disease (HFMD) represent a threat for millions of children in mainland China. And advanced response is being used to address this. Here, we aimed to model time series with a long short-term memory (LSTM) based on th...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Wang, Yongbin, Xu, Chunjie, Zhang, Shengkui, Yang, Li, Wang, Zhende, Zhu, Ying, Yuan, Juxiang
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6541597/
https://ncbi.nlm.nih.gov/pubmed/31142826
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-44469-9
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