Hospital management in the COVID-19 emergency: Abelian Sandpile paradigm and beyond

R Martucci, C Mascia, C Simeoni, F Tassi - arXiv preprint arXiv …, 2021 - arxiv.org
R Martucci, C Mascia, C Simeoni, F Tassi
arXiv preprint arXiv:2102.11974, 2021arxiv.org
In this article, we propose a mathematical model--based on a cellular automaton--for the
redistribution of patients within a network of hospitals with limited available resources, in
order to reduce the risks of a local/global collapse of the healthcare system. We attempt at
developing a conceptual tool to support making rational decisions relevant to the
optimisation of the allocation of patients into accessible medical facilities. The strategy is
based on a version of the Abelian Sandpile model for the Self-Organised Criticality, with the …
In this article, we propose a mathematical model -- based on a cellular automaton -- for the redistribution of patients within a network of hospitals with limited available resources, in order to reduce the risks of a local/global collapse of the healthcare system. We attempt at developing a conceptual tool to support making rational decisions relevant to the optimisation of the allocation of patients into accessible medical facilities. The strategy is based on a version of the Abelian Sandpile model for the Self-Organised Criticality, with the idea of testing the paradigm for the management of patients among the COVID-19 hospitals in Italian regions. In particular, we compare the novel proposal to the standard management of connections between hospitals, showing a number of advantages at a local and global level, by means of a reliable indicator function introduced for measuring the effectiveness of the allocation strategies.
arxiv.org
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