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 …
The informative power of heart rate along with machine learning regression models to predict maximal oxygen consumption and maximal workload capacity
A Gentilin - Proceedings of the Institution of Mechanical …, 2023 - journals.sagepub.com
Prediction of maximal oxygen consumption (VO2max) and maximal workload capacity
(MWC) through submaximal exercise tests is an important topic for sports sciences …
(MWC) through submaximal exercise tests is an important topic for sports sciences …
Estimation of lactate threshold with machine learning techniques in recreational runners
U Etxegarai, E Portillo, J Irazusta, A Arriandiaga… - Applied Soft …, 2018 - Elsevier
Lactate threshold is considered an essential parameter when assessing performance of elite
and recreational runners and prescribing training intensities in endurance sports. However …
and recreational runners and prescribing training intensities in endurance sports. However …
Identifying the optimal workload combination for maximizing oxygen consumption estimation in submaximal tests
A Gentilin - Movement & Sport Sciences-Science & …, 2024 - mov-sport-sciences.org
For decades, indirect submaximal tests using heart rate (HR) to estimate maximal oxygen
consumption (VO 2max) have been used for assessing cardiorespiratory fitness without …
consumption (VO 2max) have been used for assessing cardiorespiratory fitness without …
Advances in sports informatics research
With advances in hardware and software, computer science based technologies within
sports sciences are becoming more pervasive. This paper presents the growing field of …
sports sciences are becoming more pervasive. This paper presents the growing field of …
[PDF][PDF] The PerPot simulated anaerobic threshold–a comparison to typical lactate-based thresholds
S Endler, S Hoffmann, B Sterzing, P Simon… - Age (Years), 2017 - researchgate.net
Intensity description as exercise prescription is a main challenge for sport scientists and
coaches. Most commonly used in endurance sports are percentages of the heart rate at …
coaches. Most commonly used in endurance sports are percentages of the heart rate at …
Artificial Intelligence-Virtual Trainer: An educative system based on artificial intelligence and designed to produce varied and consistent training lessons
J Henriet - Proceedings of the Institution of Mechanical …, 2017 - journals.sagepub.com
AI-Virtual Trainer is an educative system using Artificial Intelligence to propose varied
lessons to trainers. The agents of this multi-agent system apply case-based reasoning to …
lessons to trainers. The agents of this multi-agent system apply case-based reasoning to …
A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners
U Etxegarai, E Portillo, J Irazusta, L Koefoed… - European Journal of …, 2021 - Elsevier
In this work, a heuristic as operational tool to estimate the lactate threshold and to facilitate
its integration into the training process of recreational runners is proposed. To do so, we …
its integration into the training process of recreational runners is proposed. To do so, we …
Aplicación de técnicas de agrupamiento a corredores de resistencia para la estimación del umbral de lactato
U Etxegarai, E Portillo Pérez, J Irazusta… - XL Jornadas de …, 2019 - ruc.udc.es
Hoy en día el running es, sin lugar a dudas, uno de los deportes más populares que se
incorpora como hábito saludable en la vida cotidiana. Dicha práctica deportiva se ve …
incorpora como hábito saludable en la vida cotidiana. Dicha práctica deportiva se ve …
Non-invasive Lactate Threshold Estimation Using Machine Learning
HF Badawi, F Laamarti, K Brunet, E McNeely… - … Conference on Smart …, 2019 - Springer
The Lactate threshold (LT) has gained special attention in the sport world and is considered
one of the potential indicators to evaluate individual performance in different sports …
one of the potential indicators to evaluate individual performance in different sports …