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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6409559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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