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Simulation environment and graphical visualization environment: a COPD use-case

BACKGROUND: Today, many different tools are developed to execute and visualize physiological models that represent the human physiology. Most of these tools run models written in very specific programming languages which in turn simplify the communication among models. Nevertheless, not all of these...

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Autores principales: Huertas-Migueláñez, Mercedes, Mora, Daniel, Cano, Isaac, Maier, Dieter, Gomez-Cabrero, David, Lluch-Ariet, Magí, Miralles, Felip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255913/
https://www.ncbi.nlm.nih.gov/pubmed/25471327
http://dx.doi.org/10.1186/1479-5876-12-S2-S7
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author Huertas-Migueláñez, Mercedes
Mora, Daniel
Cano, Isaac
Maier, Dieter
Gomez-Cabrero, David
Lluch-Ariet, Magí
Miralles, Felip
author_facet Huertas-Migueláñez, Mercedes
Mora, Daniel
Cano, Isaac
Maier, Dieter
Gomez-Cabrero, David
Lluch-Ariet, Magí
Miralles, Felip
author_sort Huertas-Migueláñez, Mercedes
collection PubMed
description BACKGROUND: Today, many different tools are developed to execute and visualize physiological models that represent the human physiology. Most of these tools run models written in very specific programming languages which in turn simplify the communication among models. Nevertheless, not all of these tools are able to run models written in different programming languages. In addition, interoperability between such models remains an unresolved issue. RESULTS: In this paper we present a simulation environment that allows, first, the execution of models developed in different programming languages and second the communication of parameters to interconnect these models. This simulation environment, developed within the Synergy-COPD project, aims at helping and supporting bio-researchers and medical students understand the internal mechanisms of the human body through the use of physiological models. This tool is composed of a graphical visualization environment, which is a web interface through which the user can interact with the models, and a simulation workflow management system composed of a control module and a data warehouse manager. The control module monitors the correct functioning of the whole system. The data warehouse manager is responsible for managing the stored information and supporting its flow among the different modules. This simulation environment has been validated with the integration of three models: two deterministic, i.e. based on linear and differential equations, and one probabilistic, i.e., based on probability theory. These models have been selected based on the disease under study in this project, i.e., chronic obstructive pulmonary disease. CONCLUSION: It has been proved that the simulation environment presented here allows the user to research and study the internal mechanisms of the human physiology by the use of models via a graphical visualization environment. A new tool for bio-researchers is ready for deployment in various use cases scenarios.
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spelling pubmed-42559132014-12-05 Simulation environment and graphical visualization environment: a COPD use-case Huertas-Migueláñez, Mercedes Mora, Daniel Cano, Isaac Maier, Dieter Gomez-Cabrero, David Lluch-Ariet, Magí Miralles, Felip J Transl Med Research BACKGROUND: Today, many different tools are developed to execute and visualize physiological models that represent the human physiology. Most of these tools run models written in very specific programming languages which in turn simplify the communication among models. Nevertheless, not all of these tools are able to run models written in different programming languages. In addition, interoperability between such models remains an unresolved issue. RESULTS: In this paper we present a simulation environment that allows, first, the execution of models developed in different programming languages and second the communication of parameters to interconnect these models. This simulation environment, developed within the Synergy-COPD project, aims at helping and supporting bio-researchers and medical students understand the internal mechanisms of the human body through the use of physiological models. This tool is composed of a graphical visualization environment, which is a web interface through which the user can interact with the models, and a simulation workflow management system composed of a control module and a data warehouse manager. The control module monitors the correct functioning of the whole system. The data warehouse manager is responsible for managing the stored information and supporting its flow among the different modules. This simulation environment has been validated with the integration of three models: two deterministic, i.e. based on linear and differential equations, and one probabilistic, i.e., based on probability theory. These models have been selected based on the disease under study in this project, i.e., chronic obstructive pulmonary disease. CONCLUSION: It has been proved that the simulation environment presented here allows the user to research and study the internal mechanisms of the human physiology by the use of models via a graphical visualization environment. A new tool for bio-researchers is ready for deployment in various use cases scenarios. BioMed Central 2014-11-28 /pmc/articles/PMC4255913/ /pubmed/25471327 http://dx.doi.org/10.1186/1479-5876-12-S2-S7 Text en Copyright © 2014 Huertas-Migueláñez et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Huertas-Migueláñez, Mercedes
Mora, Daniel
Cano, Isaac
Maier, Dieter
Gomez-Cabrero, David
Lluch-Ariet, Magí
Miralles, Felip
Simulation environment and graphical visualization environment: a COPD use-case
title Simulation environment and graphical visualization environment: a COPD use-case
title_full Simulation environment and graphical visualization environment: a COPD use-case
title_fullStr Simulation environment and graphical visualization environment: a COPD use-case
title_full_unstemmed Simulation environment and graphical visualization environment: a COPD use-case
title_short Simulation environment and graphical visualization environment: a COPD use-case
title_sort simulation environment and graphical visualization environment: a copd use-case
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255913/
https://www.ncbi.nlm.nih.gov/pubmed/25471327
http://dx.doi.org/10.1186/1479-5876-12-S2-S7
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