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AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations

This paper presents AVATREE, a computational modelling framework that generates Anatomically Valid Airway tree conformations and provides capabilities for simulation of broncho-constriction apparent in obstructive pulmonary conditions. Such conformations are obtained from the personalized 3D geometr...

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Detalles Bibliográficos
Autores principales: Nousias, Stavros, Zacharaki, Evangelia I., Moustakas, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122715/
https://www.ncbi.nlm.nih.gov/pubmed/32243444
http://dx.doi.org/10.1371/journal.pone.0230259
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author Nousias, Stavros
Zacharaki, Evangelia I.
Moustakas, Konstantinos
author_facet Nousias, Stavros
Zacharaki, Evangelia I.
Moustakas, Konstantinos
author_sort Nousias, Stavros
collection PubMed
description This paper presents AVATREE, a computational modelling framework that generates Anatomically Valid Airway tree conformations and provides capabilities for simulation of broncho-constriction apparent in obstructive pulmonary conditions. Such conformations are obtained from the personalized 3D geometry generated from computed tomography (CT) data through image segmentation. The patient-specific representation of the bronchial tree structure is extended beyond the visible airway generation depth using a knowledge-based technique built from morphometric studies. Additional functionalities of AVATREE include visualization of spatial probability maps for the airway generations projected on the CT imaging data, and visualization of the airway tree based on local structure properties. Furthermore, the proposed toolbox supports the simulation of broncho-constriction apparent in pulmonary diseases, such as chronic obstructive pulmonary disease (COPD) and asthma. AVATREE is provided as an open-source toolbox in C++ and is supported by a graphical user interface integrating the modelling functionalities. It can be exploited in studies of gas flow, gas mixing, ventilation patterns and particle deposition in the pulmonary system, with the aim to improve clinical decision making.
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spelling pubmed-71227152020-04-09 AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations Nousias, Stavros Zacharaki, Evangelia I. Moustakas, Konstantinos PLoS One Research Article This paper presents AVATREE, a computational modelling framework that generates Anatomically Valid Airway tree conformations and provides capabilities for simulation of broncho-constriction apparent in obstructive pulmonary conditions. Such conformations are obtained from the personalized 3D geometry generated from computed tomography (CT) data through image segmentation. The patient-specific representation of the bronchial tree structure is extended beyond the visible airway generation depth using a knowledge-based technique built from morphometric studies. Additional functionalities of AVATREE include visualization of spatial probability maps for the airway generations projected on the CT imaging data, and visualization of the airway tree based on local structure properties. Furthermore, the proposed toolbox supports the simulation of broncho-constriction apparent in pulmonary diseases, such as chronic obstructive pulmonary disease (COPD) and asthma. AVATREE is provided as an open-source toolbox in C++ and is supported by a graphical user interface integrating the modelling functionalities. It can be exploited in studies of gas flow, gas mixing, ventilation patterns and particle deposition in the pulmonary system, with the aim to improve clinical decision making. Public Library of Science 2020-04-03 /pmc/articles/PMC7122715/ /pubmed/32243444 http://dx.doi.org/10.1371/journal.pone.0230259 Text en © 2020 Nousias et al 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 author and source are credited.
spellingShingle Research Article
Nousias, Stavros
Zacharaki, Evangelia I.
Moustakas, Konstantinos
AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title_full AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title_fullStr AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title_full_unstemmed AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title_short AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
title_sort avatree: an open-source computational modelling framework modelling anatomically valid airway tree conformations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122715/
https://www.ncbi.nlm.nih.gov/pubmed/32243444
http://dx.doi.org/10.1371/journal.pone.0230259
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