The importance of ventilatory thresholds to define aerobic exercise intensity in cardiac patients and healthy subjects
F Anselmi, L Cavigli, A Pagliaro… - … journal of medicine …, 2021 - Wiley Online Library
Background Although structured exercise training is strongly recommended in cardiac
patients, uncertainties exist about the methods for determining exercise intensity (EI) and …
patients, uncertainties exist about the methods for determining exercise intensity (EI) and …
Detection of the anaerobic threshold in endurance sports: validation of a new method using correlation properties of heart rate variability
Past attempts to define an anaerobic threshold (AnT) have relied upon gas exchange
kinetics, lactate testing and field-based evaluations. DFA a1, an index of heart rate (HR) …
kinetics, lactate testing and field-based evaluations. DFA a1, an index of heart rate (HR) …
From data to decision: Machine learning determination of aerobic and anaerobic thresholds in athletes
M Tomaszewski, A Lukanova-Jakubowska… - Plos one, 2024 - journals.plos.org
Lactate analysis plays an important role in sports science and training decisions for
optimising performance, endurance, and overall success in sports. Two parameters are …
optimising performance, endurance, and overall success in sports. Two parameters are …
Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests
The problem of the automatic determination of the first and second ventilatory thresholds
(VT1 and VT2) from cardiopulmonary exercise test (CPET) still leads to controversy. The …
(VT1 and VT2) from cardiopulmonary exercise test (CPET) still leads to controversy. The …
Making cardiopulmonary exercise testing interpretable for clinicians
BJ Andonian, N Hardy, A Bendelac… - Current sports …, 2021 - journals.lww.com
Cardiopulmonary exercise testing (CPET) is a dynamic clinical tool for determining the
cause for a person's exercise limitation. CPET provides clinicians with fundamental …
cause for a person's exercise limitation. CPET provides clinicians with fundamental …
Machine learning models for the automatic detection of exercise thresholds in cardiopulmonary exercising tests: from regression to generation to explanation
A Zignoli - Sensors, 2023 - mdpi.com
The cardiopulmonary exercise test (CPET) constitutes a gold standard for the assessment of
an individual's cardiovascular fitness. A trend is emerging for the development of new …
an individual's cardiovascular fitness. A trend is emerging for the development of new …
Estimating an individual's oxygen uptake during cycling exercise with a recurrent neural network trained from easy-to-obtain inputs: A pilot study
A Zignoli, A Fornasiero, M Ragni, B Pellegrini… - PLoS …, 2020 - journals.plos.org
Measurement of oxygen uptake during exercise (V˙ O 2) is currently non-accessible to most
individuals without expensive and invasive equipment. The goal of this pilot study was to …
individuals without expensive and invasive equipment. The goal of this pilot study was to …
Determination of the athletes' anaerobic threshold using machine learning methods
A Chikov, N Egorov, D Medvedev, S Chikova… - … Signal Processing and …, 2022 - Elsevier
Physiological indicators at the anaerobic threshold (AT) are an important diagnostic criterion
for determining the level of an athlete's fitness and one of the starting points for planning and …
for determining the level of an athlete's fitness and one of the starting points for planning and …
Using machine learning to identify organ system specific limitations to exercise via cardiopulmonary exercise testing
JJ Portella, BJ Andonian, DE Brown… - IEEE journal of …, 2022 - ieeexplore.ieee.org
Cardiopulmonary Exer cise Testing (CPET) is a unique physiologic medical test used to
evaluate human response to progressive maximal exercise stress. Depending on the …
evaluate human response to progressive maximal exercise stress. Depending on the …
[HTML][HTML] Deep learning-based dynamic ventilatory threshold estimation from electrocardiograms
Background and objective The ventilatory threshold (VT) marks the transition from aerobic to
anaerobic metabolism and is used to assess cardiorespiratory endurance. A conventional …
anaerobic metabolism and is used to assess cardiorespiratory endurance. A conventional …