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On the Integration of Agents and Digital Twins in Healthcare

A digital twin is a digital representation of a physical asset reproducing its data model, its behaviour and its communication with other physical assets. Digital twins act as a digital replica for the physical object or process they represent, providing nearly real-time monitoring and evaluation wi...

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Detalles Bibliográficos
Autores principales: Croatti, Angelo, Gabellini, Matteo, Montagna, Sara, Ricci, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399680/
https://www.ncbi.nlm.nih.gov/pubmed/32748066
http://dx.doi.org/10.1007/s10916-020-01623-5
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author Croatti, Angelo
Gabellini, Matteo
Montagna, Sara
Ricci, Alessandro
author_facet Croatti, Angelo
Gabellini, Matteo
Montagna, Sara
Ricci, Alessandro
author_sort Croatti, Angelo
collection PubMed
description A digital twin is a digital representation of a physical asset reproducing its data model, its behaviour and its communication with other physical assets. Digital twins act as a digital replica for the physical object or process they represent, providing nearly real-time monitoring and evaluation without being in close proximity. Although most of their concrete applications can be found mainly in the industrial context, healthcare represents another relevant area where digital twins can have a disruptive impact. The main research question tackled by this paper is about the integration of digital twins with agents and Multi-Agent Systems (MAS) technologies in healthcare. After providing an overview of the application of digital twins in healthcare, in this paper, we discuss our vision about agent-based digital twins, and we present a first case study, about the application of agent-based digital twins to the management of severe traumas.
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spelling pubmed-73996802020-08-13 On the Integration of Agents and Digital Twins in Healthcare Croatti, Angelo Gabellini, Matteo Montagna, Sara Ricci, Alessandro J Med Syst Mobile & Wireless Health A digital twin is a digital representation of a physical asset reproducing its data model, its behaviour and its communication with other physical assets. Digital twins act as a digital replica for the physical object or process they represent, providing nearly real-time monitoring and evaluation without being in close proximity. Although most of their concrete applications can be found mainly in the industrial context, healthcare represents another relevant area where digital twins can have a disruptive impact. The main research question tackled by this paper is about the integration of digital twins with agents and Multi-Agent Systems (MAS) technologies in healthcare. After providing an overview of the application of digital twins in healthcare, in this paper, we discuss our vision about agent-based digital twins, and we present a first case study, about the application of agent-based digital twins to the management of severe traumas. Springer US 2020-08-04 2020 /pmc/articles/PMC7399680/ /pubmed/32748066 http://dx.doi.org/10.1007/s10916-020-01623-5 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Mobile & Wireless Health
Croatti, Angelo
Gabellini, Matteo
Montagna, Sara
Ricci, Alessandro
On the Integration of Agents and Digital Twins in Healthcare
title On the Integration of Agents and Digital Twins in Healthcare
title_full On the Integration of Agents and Digital Twins in Healthcare
title_fullStr On the Integration of Agents and Digital Twins in Healthcare
title_full_unstemmed On the Integration of Agents and Digital Twins in Healthcare
title_short On the Integration of Agents and Digital Twins in Healthcare
title_sort on the integration of agents and digital twins in healthcare
topic Mobile & Wireless Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399680/
https://www.ncbi.nlm.nih.gov/pubmed/32748066
http://dx.doi.org/10.1007/s10916-020-01623-5
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