Literature DB >> 17108597

Agent based simulations in healthcare.

Ugur Bilge1, Osman Saka.   

Abstract

Agent Based Simulations (ABS) is a relatively recent computer paradigm. As opposed to "top down" conventional computer simulations, the ABS approach is a "bottom-up" modelling technique where a medium to high number of independent agents is modelled. These agents' interactions sometimes cause unexpected "emergent" system behaviour. ABS is particularly suitable in the social context such as healthcare where a large number of human agents interact and co-operate for common goals. Today ABS in the social context is often used together with the recently introduced network analysis techniques and network visualization tools for modelling and simulating social agents within organisations. At Akdeniz University we are starting a number of projects for applying ABS technology in healthcare. In this paper we present two of the ongoing projects in this field. Firstly we have developed a prototype simulator for the long term monitoring of Chronic Obstructive Pulmonary Disease (COPD) as a major public health problem. We present the COPD simulator, its agents, parameters and working principles. Secondly we want to apply ABS and the network analysis techniques to visualise and explore informal social networks amongst staff at the Akdeniz University Hospital to assess and evaluate properties of the organisation in terms of its ability to innovate and share knowledge. In our applications, we primarily aim to use ABS in a web-based platform to create a virtual environment for discussion, visualising and running what-if scenarios to test out various options for managing healthcare, as well as sharing information and creating a virtual community.

Entities:  

Mesh:

Year:  2006        PMID: 17108597

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  4 in total

1.  Virtual epidemic in a virtual city: simulating the spread of influenza in a US metropolitan area.

Authors:  Bruce Y Lee; Virginia L Bedford; Mark S Roberts; Kathleen M Carley
Journal:  Transl Res       Date:  2008-04-03       Impact factor: 7.012

2.  Forecasting the medical workforce: a stochastic agent-based simulation approach.

Authors:  Mário Amorim Lopes; Álvaro Santos Almeida; Bernardo Almada-Lobo
Journal:  Health Care Manag Sci       Date:  2016-09-03

3.  Economic impact of generic antiretrovirals in France for HIV patients' care: a simulation between 2019 and 2023.

Authors:  Romain Demeulemeester; Nicolas Savy; Michaël Mounié; Laurent Molinier; Cyrille Delpierre; Pierre Dellamonica; Clotilde Allavena; Pascal Pugliesse; Lise Cuzin; Philippe Saint-Pierre; Nadège Costa
Journal:  BMC Health Serv Res       Date:  2022-04-27       Impact factor: 2.908

4.  Data Preparation for West Nile Virus Agent-Based Modelling: Protocol for Processing Bird Population Estimates and Incorporating ArcMap in AnyLogic.

Authors:  Hamid Reza Nasrinpour; Alexander A Reimer; Marcia R Friesen; Robert D McLeod
Journal:  JMIR Res Protoc       Date:  2017-07-17
  4 in total

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