Literature DB >> 33633517

A Simulation Study of Coronavirus as an Epidemic Disease Using Agent-Based Modeling.

Amal Adel Alzu'bi1, Sanaa Ibrahim Abu Alasal2, Valerie J M Watzlaf3.   

Abstract

At the end of 2019, the world faced the novel coronavirus, and with it fear of economic collapse and mass fatalities. Simulation systems can be used to monitor the behavior of the virus. Simulation provides an abstract representation of reality by conveying details and characteristics of reality in a simple application. One of the most important ways to simulate is agent-based modeling. The health information professional plays an important role in developing these models. In this research, we simulate the spread of COVID-19 in a region restricted to a population with specific demographic characteristics and social relationships. This study aims to clarify the effects of preventative techniques that suppress the spread of epidemics, such as quarantines, social distancing, and reduced mass transit.
Copyright © 2021 by the American Health Information Management Association.

Entities:  

Keywords:  COVID-19; SIR model; agent-based modeling; coronavirus; epidemic diseases

Mesh:

Year:  2020        PMID: 33633517      PMCID: PMC7883357     

Source DB:  PubMed          Journal:  Perspect Health Inf Manag        ISSN: 1559-4122


  7 in total

1.  Modelling disease outbreaks in realistic urban social networks.

Authors:  Stephen Eubank; Hasan Guclu; V S Anil Kumar; Madhav V Marathe; Aravind Srinivasan; Zoltán Toroczkai; Nan Wang
Journal:  Nature       Date:  2004-05-13       Impact factor: 49.962

2.  Agent-based modeling of the spread of influenza-like illness in an emergency department: a simulation study.

Authors:  Marek Laskowski; Bryan C P Demianyk; Julia Witt; Shamir N Mukhi; Marcia R Friesen; Robert D McLeod
Journal:  IEEE Trans Inf Technol Biomed       Date:  2011-08-01

3.  Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus-Infected Pneumonia in Wuhan, China.

Authors:  Dawei Wang; Bo Hu; Chang Hu; Fangfang Zhu; Xing Liu; Jing Zhang; Binbin Wang; Hui Xiang; Zhenshun Cheng; Yong Xiong; Yan Zhao; Yirong Li; Xinghuan Wang; Zhiyong Peng
Journal:  JAMA       Date:  2020-03-17       Impact factor: 56.272

4.  Evaluation of the effect of chickenpox vaccination on shingles epidemiology using agent-based modeling.

Authors:  Ellen Rafferty; Wade McDonald; Weicheng Qian; Nathaniel D Osgood; Alexander Doroshenko
Journal:  PeerJ       Date:  2018-06-20       Impact factor: 2.984

5.  The modeling of global epidemics: stochastic dynamics and predictability.

Authors:  V Colizza; A Barrat; M Barthélemy; A Vespignani
Journal:  Bull Math Biol       Date:  2006-06-20       Impact factor: 1.758

6.  Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China.

Authors:  Chaolin Huang; Yeming Wang; Xingwang Li; Lili Ren; Jianping Zhao; Yi Hu; Li Zhang; Guohui Fan; Jiuyang Xu; Xiaoying Gu; Zhenshun Cheng; Ting Yu; Jiaan Xia; Yuan Wei; Wenjuan Wu; Xuelei Xie; Wen Yin; Hui Li; Min Liu; Yan Xiao; Hong Gao; Li Guo; Jungang Xie; Guangfa Wang; Rongmeng Jiang; Zhancheng Gao; Qi Jin; Jianwei Wang; Bin Cao
Journal:  Lancet       Date:  2020-01-24       Impact factor: 79.321

7.  An agent-based approach for modeling dynamics of contagious disease spread.

Authors:  Liliana Perez; Suzana Dragicevic
Journal:  Int J Health Geogr       Date:  2009-08-05       Impact factor: 3.918

  7 in total
  3 in total

1.  COVID-19 simulation study-the effect of strict non-pharmaceutical interventions (NPIs) on controlling the spread of COVID-19.

Authors:  Amal Alzu'bi; Sanaa Abu Alasal; Khalid A Kheirallah; Valerie Watzlaf
Journal:  PeerJ       Date:  2021-03-30       Impact factor: 2.984

2.  Statistical analysis of the community lockdown for COVID-19 pandemic.

Authors:  Shaocong Wu; Xiaolong Wang; Jingyong Su
Journal:  Appl Intell (Dordr)       Date:  2021-07-07       Impact factor: 5.019

3.  A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization.

Authors:  Sabah Bushaj; Xuecheng Yin; Arjeta Beqiri; Donald Andrews; I Esra Büyüktahtakın
Journal:  Ann Oper Res       Date:  2022-09-26       Impact factor: 4.820

  3 in total

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