Author: Bei, Chengcheng; Liu, Shiping; Liao, Yin; Tian, Gaoliang; Tian, Zichen
Title: Predicting new cases of COVIDâ€19 and the application to population sustainability analysis Cord-id: x3h48pal Document date: 2021_4_1
ID: x3h48pal
Snippet: We propose a new spatioâ€temporal point process model to predict infectious cases of COVIDâ€19. We illustrate its practical use with data from six key cities in China, and we analyse the effects of natural and social factors on the occurrence and spread of COVIDâ€19. We show that largeâ€scale testing and strict containment are key factors for the successful suppression of the COVIDâ€19 contagion. This study provides an effective tool to develop early warning systems for major infectious dis
Document: We propose a new spatioâ€temporal point process model to predict infectious cases of COVIDâ€19. We illustrate its practical use with data from six key cities in China, and we analyse the effects of natural and social factors on the occurrence and spread of COVIDâ€19. We show that largeâ€scale testing and strict containment are key factors for the successful suppression of the COVIDâ€19 contagion. This study provides an effective tool to develop early warning systems for major infectious diseases, offering insights on how to develop prevention and control strategies to reduce the impact of disease and maintain population sustainability.
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