AIMC Topic: Physical Endurance
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Predicting daily recovery during long-term endurance training using machine learning analysis.
European journal of applied physiology
Jun 20, 2024
PURPOSE: The aim of this study was to determine if machine learning models could predict the perceived morning recovery status (AM PRS) and daily change in heart rate variability (HRV change) of endurance athletes based on training, dietary intake, s...
Machine learning prediction of combat basic training injury from 3D body shape images.
PloS one
Jun 30, 2020
INTRODUCTION: Athletes and military personnel are both at risk of disabling injuries due to extreme physical activity. A method to predict which individuals might be more susceptible to injury would be valuable, especially in the military where basic...
Estimating an individual's oxygen uptake during cycling exercise with a recurrent neural network trained from easy-to-obtain inputs: A pilot study.
PloS one
Mar 12, 2020
Measurement of oxygen uptake during exercise ([Formula: see text]) is currently non-accessible to most individuals without expensive and invasive equipment. The goal of this pilot study was to estimate cycling [Formula: see text] from easy-to-obtain ...
Effects of medium- and long-distance running on cardiac damage markers in amateur runners: a systematic review, meta-analysis, and metaregression.
Journal of sport and health science
Dec 27, 2019
BACKGROUND: To finish an endurance race, athletes perform a vigorous effort that induces the release of cardiac damage markers. There are several factors that can affect the total number of these markers, so the aim of this review was to analyze the ...
Muscle endurance time estimation during isometric training using electromyogram and supervised learning.
Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology
Nov 16, 2019
UNLABELLED: Constant-force isometric muscle training is useful for increasing the maximal strength , rehabilitation and work-fatigue assessment. Earlier studies have shown that muscle fatigue characteristics can be used for evaluating muscle enduranc...
Artificial neural networks and player recruitment in professional soccer.
PloS one
Oct 31, 2018
The aim was to objectively identify key performance indicators in professional soccer that influence outfield players' league status using an artificial neural network. Mean technical performance data were collected from 966 outfield players' (mean S...
Effects of carbohydrate mouth rinse and caffeine on high-intensity interval running in a fed state.
Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme
Dec 20, 2017
The current study aims to identify if mouth rinsing with a 6% carbohydrate mouth-rinse (CMR) solution and mouth rinsing and ingestion of caffeine (CMR+CAFF) can affect exercise performance during steady-state (SS) running and high-intensity intervals...
The Athlete's Brain: Cross-Sectional Evidence for Neural Efficiency during Cycling Exercise.
Neural plasticity
Dec 27, 2015
The "neural efficiency" hypothesis suggests that experts are characterized by a more efficient cortical function in cognitive tests. Although this hypothesis has been extended to a variety of movement-related tasks within the last years, it is unclea...
Effect of sprint training on resting serum irisin concentration - Sprint training once daily vs. twice every other day.
Metabolism: clinical and experimental
Dec 19, 2015
OBJECTIVE: Exercise twice every other day has been shown to lead to increasing peroxisome proliferator receptor γ coactivator-1α (PGC-1α) expression (up-stream factor of irisin) via lowered muscle glycogen level during second of exercise compared wit...
Effects of pomegranate juice in circulating parameters, cytokines, and oxidative stress markers in endurance-based athletes: A randomized controlled trial.
Nutrition (Burbank, Los Angeles County, Calif.)
Dec 7, 2015
OBJECTIVE: The aim of the present study was to assess the effects of pomegranate juice on the level of oxidative stress in the blood of endurance-based athletes. Pomegranate juice is rich in polyphenols, conferring it a higher antioxidant capacity th...
Stress, Physiological
Spain
Lythraceae
E-Selectin
Sports Nutritional Physiological Phenomena
Humans
Double-Blind Method
Biomarkers
Protein Carbonylation
Adult
Fruit and Vegetable Juices
Male
Athletes
Antioxidants
Middle Aged
Physical Endurance
Malondialdehyde
Oxidative Stress
Polyphenols
C-Reactive Protein
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