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http://hdl.handle.net/1942/38907
Title: | A Spatial Markov Chain Cellular Automata Model for the Spread of Viruses | Authors: | Lu, Jenny VERMOLEN, Fred |
Editors: | Tavares, JMRS Bourauel, C Geris, L Slote, JV |
Issue Date: | 2023 | Publisher: | SPRINGER INTERNATIONAL PUBLISHING AG | Source: | Tavares, JMRS; Bourauel, C; Geris, L; Slote, JV (Ed.). COMPUTER METHODS, IMAGING AND VISUALIZATION IN BIOMECHANICS AND BIOMEDICAL ENGINEERING II, SPRINGER INTERNATIONAL PUBLISHING AG, p. 1 -23 | Series/Report: | Lecture Notes in Computational Vision and Biomechanics | Abstract: | In this paper a Spatial Markov Chain Cellular Automata model for the spread of viruses is proposed. The model is based on a graph with connected nodes, where the nodes represent individuals and the connections between the nodes denote the relations between humans. In this way, a graph is connected where the probability of infectious spread from person to person is determined by the intensity of interpersonal contact. Infectious transfer is determined by chance. The model is extended to incorporate various lockdown scenarios. Simulations with different lockdowns are provided. In addition, under logistic regression, the probability of death as a function of age and gender is estimated, as well as the duration of the disease given that an individual dies from it. The estimations have been done based on actual data of RIVM (from the Netherlands). | Notes: | Lu, J (corresponding author), Delft Univ Technol, Delft Inst Appl Math, Mekelweg 4, NL-2628 Delft, Netherlands. J.Lu@student.tudelft.nl; Fred.Vermolen@uhasselt.be |
Document URI: | http://hdl.handle.net/1942/38907 | ISBN: | 978-3-031-10015-4; 978-3-031-10014-7 | DOI: | 10.1007/978-3-031-10015-4_1 | ISI #: | 000876827700001 | Rights: | 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG | Category: | C1 | Type: | Proceedings Paper |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Computer Methods, Imaging and Visualization in Biomechanics and Biomedical Engineering II.pdf Restricted Access | Published version | 3.34 MB | Adobe PDF | View/Open Request a copy |
MainContribVermolen (1).pdf | Peer-reviewed author version | 1.54 MB | Adobe PDF | View/Open |
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