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Spatio-temporal prediction of the COVID-19 pandemic in US counties: modeling with a deep LSTM neural network
Prediction of complex epidemiological systems such as COVID-19 is challenging on many grounds. Commonly used compartmental models struggle to handle an epidemiological process that evolves rapidly and is spatially heterogeneous. On the other hand, machine learning methods are limited at the beginnin...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571358/ https://www.ncbi.nlm.nih.gov/pubmed/34741093 http://dx.doi.org/10.1038/s41598-021-01119-3 |