Here, we present a computational protocol to perform a spatiotemporal reconstruction of an epidemic. We describe steps for using epidemiological data to depict how the epidemic changes over time and for employing clustering analysis to group geographical units that exhibit similar temporal epidemic progression. We then detail procedures for analyzing the temporal and spatial dynamics of the epidemic within each cluster. This protocol has been developed to be used on historical data but could also be applied to modern epidemiological data. For complete details on the use and execution of this protocol, please refer to Galli et al. (2023).1.
Computational protocol to perform a spatiotemporal reconstruction of an epidemic / R. Nodari, M. Perini, L. Fois, L. Sterzi, E. Luconi, F. Vaglienti, C. Bandi, E. Biganzoli, M. Galli, F. Comandatore. - In: STAR PROTOCOLS. - ISSN 2666-1667. - 4:4(2023 Sep 15), pp. 102548.1-102548.27. [10.1016/j.xpro.2023.102548]
Computational protocol to perform a spatiotemporal reconstruction of an epidemic
R. Nodari
Primo
;M. PeriniSecondo
;L. Fois;L. Sterzi;E. Luconi;F. Vaglienti;C. Bandi;E. Biganzoli;M. GalliPenultimo
;F. ComandatoreUltimo
2023
Abstract
Here, we present a computational protocol to perform a spatiotemporal reconstruction of an epidemic. We describe steps for using epidemiological data to depict how the epidemic changes over time and for employing clustering analysis to group geographical units that exhibit similar temporal epidemic progression. We then detail procedures for analyzing the temporal and spatial dynamics of the epidemic within each cluster. This protocol has been developed to be used on historical data but could also be applied to modern epidemiological data. For complete details on the use and execution of this protocol, please refer to Galli et al. (2023).1.File | Dimensione | Formato | |
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Computational protocol to perform a spatiotemporal reconstruction of an epidemic.pdf
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