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VO2FITTING : a free and open-source software for modelling oxygen uptake kinetics in swimming and other exercise modalities
- Source :
- CIÊNCIAVITAE, Sports, Volume 7, Issue 2, Repositório Institucional da UFRGS, Universidade Federal do Rio Grande do Sul (UFRGS), instacron:UFRGS, Sports, Vol 7, Iss 2, p 31 (2019), Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
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Abstract
- 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<br />p &lt<br />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.
- Subjects :
- R language
Open-source
Computer science
Concurrent validity
Physical Therapy, Sports Therapy and Rehabilitation
030204 cardiovascular system & hematology
Exercício físico
Machine learning
computer.software_genre
Modelling
Article
Oxygen uptake kinetics
modelling
lcsh:GV557-1198.995
03 medical and health sciences
0302 clinical medicine
Software
Orthopedics and Sports Medicine
Captação de oxigênio
Exercise
open-source
lcsh:Sports
Modalities
exercise
business.industry
software
Free
Cardiorespiratory fitness
030229 sport sciences
Open source software
Programas de computador
Standard error
Modelagem matemática
free
Artificial intelligence
Natação
oxygen uptake kinetics
business
computer
human activities
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- CIÊNCIAVITAE, Sports, Volume 7, Issue 2, Repositório Institucional da UFRGS, Universidade Federal do Rio Grande do Sul (UFRGS), instacron:UFRGS, Sports, Vol 7, Iss 2, p 31 (2019), Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Accession number :
- edsair.doi.dedup.....c6ff2ffb32d9ce70c4fd2787ce448f50