TY - JOUR
T1 - VO₂FITTING
T2 - A Free and Open-Source Software for Modelling Oxygen Uptake Kinetics in Swimming and other Exercise Modalities
AU - Zacca, Rodrigo
AU - Azevedo, Rui
AU - Figueiredo, Pedro
AU - Vilas-Boas, João Paulo
AU - Castro, Flávio A de S
AU - Pyne, David B
AU - Fernandes, Ricardo J
N1 - Funding Information:
This work was funded by the by the CAPES Foundation, the Ministry of Education of Brazil, Bras?lia?DF, Brazil.
Publisher Copyright:
© 2019 by the authors. Licensee MDPI, Basel, Switzerland.
Funding Information:
Funding: This work was funded by the by the CAPES Foundation, the Ministry of Education of Brazil, Brasília—DF, Brazil.
Publisher Copyright:
© 2019 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2019/2
Y1 - 2019/2
N2 - The assessment of oxygen uptake (VO₂) 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 VO₂ fitting tool (VO₂FITTING) for dynamically editing, processing, filtering and modelling VO₂ responses to exercise. VO₂FITTING was developed in Shiny, a web application framework for R language. Validation VO₂ 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 VO₂FITTING can be used to model VO₂ 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 VO₂FITTING is a valid, free and open-source software for characterizing VO₂ kinetics in exercise, which was developed to help the research and performance analysis communities.
AB - The assessment of oxygen uptake (VO₂) 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 VO₂ fitting tool (VO₂FITTING) for dynamically editing, processing, filtering and modelling VO₂ responses to exercise. VO₂FITTING was developed in Shiny, a web application framework for R language. Validation VO₂ 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 VO₂FITTING can be used to model VO₂ 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 VO₂FITTING is a valid, free and open-source software for characterizing VO₂ kinetics in exercise, which was developed to help the research and performance analysis communities.
KW - exercise
KW - software
KW - free
KW - open-source
KW - oxygen uptake kinetics
KW - modelling
KW - Open-source
KW - Exercise
KW - Oxygen uptake kinetics
KW - Modelling
KW - Software
KW - Free
UR - https://www.scopus.com/pages/publications/85087015380
U2 - 10.3390/sports7020031
DO - 10.3390/sports7020031
M3 - Article
C2 - 30678373
SN - 2075-4663
VL - 7
SP - 1
EP - 15
JO - Sports
JF - Sports
IS - 2
M1 - 31
ER -