[HTML][HTML] Prediction of peak oxygen consumption using cardiorespiratory parameters from warmup and submaximal stage of treadmill cardiopulmonary exercise test
This study investigates the quality of peak oxygen consumption (VO2peak) prediction based
on cardiac and respiratory parameters calculated from warmup and submaximal stages of …
on cardiac and respiratory parameters calculated from warmup and submaximal stages of …
Predicting VO2max by machine learning models before volitional fatigue during incremental exercise
T Beltrame, L Pereira, M Gois, M Frade, S Linares… - 2019 - Eur Respiratory Soc
Maximal oxygen uptake (VO 2max) is one of the most important clinical indexes that is
related to all-cause mortality. However, is only obtained at maximal cardiopulmonary …
related to all-cause mortality. However, is only obtained at maximal cardiopulmonary …
[HTML][HTML] Data fusion of body-worn accelerometers and heart rate to predict VO2max during submaximal running
A De Brabandere, T Op De Beéck, KH Schütte… - PloS one, 2018 - journals.plos.org
Maximal oxygen uptake (VO2max) is often used to assess an individual's cardiorespiratory
fitness. However, measuring this variable requires an athlete to perform a maximal exercise …
fitness. However, measuring this variable requires an athlete to perform a maximal exercise …
[PDF][PDF] Maximum oxygen uptake prediction model based on heart rate variability parameters for young healthy adult males at rest
The assessment of aerobic fitness through the measurement of maximum oxygen
consumption (VO2 max) is an objective parameter that integrates cardiovascular, respiratory …
consumption (VO2 max) is an objective parameter that integrates cardiovascular, respiratory …
Artificial neural network-based model for predicting VO2max from a submaximal exercise test
MF Akay, EIM Zayid, E Aktürk, JD George - Expert Systems with …, 2011 - Elsevier
The goal of this study is to develop an accurate artificial neural network (ANN)-based model
to predict maximal oxygen uptake (VO2max) of fit adults from a single stage submaximal …
to predict maximal oxygen uptake (VO2max) of fit adults from a single stage submaximal …
Development of deep-learning models for real-time anaerobic threshold and peak VO2 prediction during cardiopulmonary exercise testing
T Watanabe, T Tohyama, M Ikeda… - European Journal of …, 2024 - academic.oup.com
Aims Exercise intolerance is a clinical feature of patients with heart failure (HF).
Cardiopulmonary exercise testing (CPET) is the first-line examination for assessing exercise …
Cardiopulmonary exercise testing (CPET) is the first-line examination for assessing exercise …
[HTML][HTML] Population and age-based cardiorespiratory fitness level investigation and automatic prediction
Maximal oxygen consumption (VO2max) reflects aerobic capacity and is crucial for
assessing cardiorespiratory fitness and physical activity level. The purpose of this study was …
assessing cardiorespiratory fitness and physical activity level. The purpose of this study was …
[HTML][HTML] Recent advances in machine learning for maximal oxygen uptake (VO2 max) prediction: A review
Maximal oxygen uptake (VO 2 max) is the maximum amount of oxygen attainable by a
person during exercise. VO 2 max is used in different domains including sports and medical …
person during exercise. VO 2 max is used in different domains including sports and medical …
Developing new VO2max prediction models from maximal, submaximal and questionnaire variables using support vector machines combined with feature selection
F Abut, MF Akay, J George - Computers in biology and medicine, 2016 - Elsevier
Maximal oxygen uptake (VO 2 max) is an essential part of health and physical fitness, and
refers to the highest rate of oxygen consumption an individual can attain during exhaustive …
refers to the highest rate of oxygen consumption an individual can attain during exhaustive …
VO2max prediction based on submaximal cardiorespiratory relationships and body composition in male runners and cyclists: a population study
Abstract Background: Oxygen uptake (VO2) is one of the most important measures of fitness
and critical vital sign. Cardiopulmonary exercise testing (CPET) is a valuable method of …
and critical vital sign. Cardiopulmonary exercise testing (CPET) is a valuable method of …