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VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities

The assessment of oxygen uptake (VO(2)) kinetics is a valuable non-invasive way to evaluate cardiorespiratory and metabolic response to exercise. The aim of the study was to develop, describe and evaluate an online VO(2) fitting tool (VO(2)FITTING) for dynamically editing, processing, filtering and...

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Autores principales: Zacca, Rodrigo, Azevedo, Rui, Figueiredo, Pedro, Vilas-Boas, João Paulo, Castro, Flávio A. de S., Pyne, David B., Fernandes, Ricardo J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409559/
https://www.ncbi.nlm.nih.gov/pubmed/30678373
http://dx.doi.org/10.3390/sports7020031
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author Zacca, Rodrigo
Azevedo, Rui
Figueiredo, Pedro
Vilas-Boas, João Paulo
Castro, Flávio A. de S.
Pyne, David B.
Fernandes, Ricardo J.
author_facet Zacca, Rodrigo
Azevedo, Rui
Figueiredo, Pedro
Vilas-Boas, João Paulo
Castro, Flávio A. de S.
Pyne, David B.
Fernandes, Ricardo J.
author_sort Zacca, Rodrigo
collection PubMed
description The assessment of oxygen uptake (VO(2)) kinetics is a valuable non-invasive way to evaluate cardiorespiratory and metabolic response to exercise. The aim of the study was to develop, describe and evaluate an online VO(2) fitting tool (VO(2)FITTING) for dynamically editing, processing, filtering and modelling VO(2) responses to exercise. VO(2)FITTING was developed in Shiny, a web application framework for R language. Validation VO(2) datasets with both noisy and non-noisy data were developed and applied to widely-used models (n = 7) for describing different intensity transitions to verify concurrent validity. Subsequently, we then conducted an experiment with age-group swimmers as an example, illustrating how VO(2)FITTING can be used to model VO(2) kinetics. Perfect fits were observed, and parameter estimates perfectly matched the known inputted values for all available models (standard error = 0; p < 0.001). The VO(2)FITTING is a valid, free and open-source software for characterizing VO(2) kinetics in exercise, which was developed to help the research and performance analysis communities.
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spelling pubmed-64095592019-03-29 VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities Zacca, Rodrigo Azevedo, Rui Figueiredo, Pedro Vilas-Boas, João Paulo Castro, Flávio A. de S. Pyne, David B. Fernandes, Ricardo J. Sports (Basel) Article The assessment of oxygen uptake (VO(2)) kinetics is a valuable non-invasive way to evaluate cardiorespiratory and metabolic response to exercise. The aim of the study was to develop, describe and evaluate an online VO(2) fitting tool (VO(2)FITTING) for dynamically editing, processing, filtering and modelling VO(2) responses to exercise. VO(2)FITTING was developed in Shiny, a web application framework for R language. Validation VO(2) datasets with both noisy and non-noisy data were developed and applied to widely-used models (n = 7) for describing different intensity transitions to verify concurrent validity. Subsequently, we then conducted an experiment with age-group swimmers as an example, illustrating how VO(2)FITTING can be used to model VO(2) kinetics. Perfect fits were observed, and parameter estimates perfectly matched the known inputted values for all available models (standard error = 0; p < 0.001). The VO(2)FITTING is a valid, free and open-source software for characterizing VO(2) kinetics in exercise, which was developed to help the research and performance analysis communities. MDPI 2019-01-24 /pmc/articles/PMC6409559/ /pubmed/30678373 http://dx.doi.org/10.3390/sports7020031 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zacca, Rodrigo
Azevedo, Rui
Figueiredo, Pedro
Vilas-Boas, João Paulo
Castro, Flávio A. de S.
Pyne, David B.
Fernandes, Ricardo J.
VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title_full VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title_fullStr VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title_full_unstemmed VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title_short VO(2)FITTING: A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
title_sort vo(2)fitting: a free and open-source software for modelling oxygen uptake kinetics in swimming and other exercise modalities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409559/
https://www.ncbi.nlm.nih.gov/pubmed/30678373
http://dx.doi.org/10.3390/sports7020031
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