A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry

Detalhes bibliográficos
Autor(a) principal: Ionescu, Clara M.
Data de Publicação: 2010
Outros Autores: Muntean, Ionut, Machado, J. A. Tenreiro, Keyser, Robin De, Abrudean, Mihail
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/4312
Resumo: Fractional order modeling of biological systems has received significant interest in the research community. Since the fractal geometry is characterized by a recurrent structure, the self-similar branching arrangement of the airways makes the respiratory system an ideal candidate for the application of fractional calculus theory. To demonstrate the link between the recurrence of the respiratory tree and the appearance of a fractional-order model, we develop an anatomically consistent representation of the respiratory system. This model is capable of simulating the mechanical properties of the lungs and we compare the model output with in vivo measurements of the respiratory input impedance collected in 20 healthy subjects. This paper provides further proof of the underlying fractal geometry of the human lungs, and the consequent appearance of constant-phase behavior in the total respiratory impedance.
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spelling A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometryFractal structureFractional calculusFrequency domainInput impedanceLadder networkRespiratory systemFractional order modeling of biological systems has received significant interest in the research community. Since the fractal geometry is characterized by a recurrent structure, the self-similar branching arrangement of the airways makes the respiratory system an ideal candidate for the application of fractional calculus theory. To demonstrate the link between the recurrence of the respiratory tree and the appearance of a fractional-order model, we develop an anatomically consistent representation of the respiratory system. This model is capable of simulating the mechanical properties of the lungs and we compare the model output with in vivo measurements of the respiratory input impedance collected in 20 healthy subjects. This paper provides further proof of the underlying fractal geometry of the human lungs, and the consequent appearance of constant-phase behavior in the total respiratory impedance.IEEERepositório Científico do Instituto Politécnico do PortoIonescu, Clara M.Muntean, IonutMachado, J. A. TenreiroKeyser, Robin DeAbrudean, Mihail2014-04-04T11:29:44Z20102010-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/4312eng0018-929410.1109/TBME.2009.2030496metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T12:44:25Zoai:recipp.ipp.pt:10400.22/4312Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:25:12.384969Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
title A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
spellingShingle A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
Ionescu, Clara M.
Fractal structure
Fractional calculus
Frequency domain
Input impedance
Ladder network
Respiratory system
title_short A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
title_full A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
title_fullStr A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
title_full_unstemmed A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
title_sort A theoretical study on modelling the respiratory tract with ladder networks by means of intrinsic fractal geometry
author Ionescu, Clara M.
author_facet Ionescu, Clara M.
Muntean, Ionut
Machado, J. A. Tenreiro
Keyser, Robin De
Abrudean, Mihail
author_role author
author2 Muntean, Ionut
Machado, J. A. Tenreiro
Keyser, Robin De
Abrudean, Mihail
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Ionescu, Clara M.
Muntean, Ionut
Machado, J. A. Tenreiro
Keyser, Robin De
Abrudean, Mihail
dc.subject.por.fl_str_mv Fractal structure
Fractional calculus
Frequency domain
Input impedance
Ladder network
Respiratory system
topic Fractal structure
Fractional calculus
Frequency domain
Input impedance
Ladder network
Respiratory system
description Fractional order modeling of biological systems has received significant interest in the research community. Since the fractal geometry is characterized by a recurrent structure, the self-similar branching arrangement of the airways makes the respiratory system an ideal candidate for the application of fractional calculus theory. To demonstrate the link between the recurrence of the respiratory tree and the appearance of a fractional-order model, we develop an anatomically consistent representation of the respiratory system. This model is capable of simulating the mechanical properties of the lungs and we compare the model output with in vivo measurements of the respiratory input impedance collected in 20 healthy subjects. This paper provides further proof of the underlying fractal geometry of the human lungs, and the consequent appearance of constant-phase behavior in the total respiratory impedance.
publishDate 2010
dc.date.none.fl_str_mv 2010
2010-01-01T00:00:00Z
2014-04-04T11:29:44Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/4312
url http://hdl.handle.net/10400.22/4312
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0018-9294
10.1109/TBME.2009.2030496
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dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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