AIMC Topic: Athletic Performance

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Comparative Efficacy of Robotic and Manual Massage Interventions on Performance and Well-Being: A Randomized Crossover Trial.

Sports health Aug 11, 2023
BACKGROUND: Manual massage (MM) interventions can improve psychophysiological states of relaxation and well-being. In this context, robotic massage (RM) represents a promising, but currently understudied, solution.
Galvanic Skin Response Massage Relaxation Athletic Performance Fatigue Humans Adult Female Male Young Adult Robotics Single-Blind Method Cross-Over Studies
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Prediction of defensive success in elite soccer using machine learning - Tactical analysis of defensive play using tracking data and explainable AI.

Science & medicine in football Aug 4, 2023
The interest in sports performance analysis is rising and tracking data holds high potential for game analysis in team sports due to its accuracy and informative content. Together with machine learning approaches one can obtain deeper and more object...
Humans Athletic Performance Artificial Intelligence Germany Machine Learning Soccer
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Prediction of Marathon Performance using Artificial Intelligence.

International journal of sports medicine Dec 6, 2022
Although studies used machine learning algorithms to predict performances in sports activities, none, to the best of our knowledge, have used and validated two artificial intelligence techniques: artificial neural network (ANN) and k-nearest neighbor...
Artificial Intelligence Algorithms Body Mass Index Humans Athletic Performance Marathon Running
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Prediction Model and Data Simulation of Sports Performance Based on the Artificial Intelligence Algorithm.

Computational intelligence and neuroscience Oct 7, 2022
There is still a certain deviation between the current artificial intelligence technology and the traditional learning mode, which makes it unable to be effectively applied in teaching and learning. Therefore, an effective method needs to be proposed...
Humans Artificial Intelligence Algorithms Computer Simulation Universities Athletic Performance
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A Continuous Deep Learning System Study of Tennis Player Health Information and Professional Input.

Computational intelligence and neuroscience Jul 30, 2022
The health status of elite tennis players and the results of tennis matches are positively proportional under normal circumstances. The physical and psychological functions of tennis players directly affect the athletic ability of tennis players. Wit...
Athletes Tennis Humans Deep Learning China Athletic Performance
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Construction of Correlation Analysis Model of College Students' Sports Performance Based on Convolutional Neural Network.

Computational intelligence and neuroscience May 27, 2022
This paper proposes a network model recurrent fully connected network (RFC-Net) based on recurrent full convolution and polarization change. RFC-Net enriches the network by reconstructing and fine-tuning the fully convolutional network and adding rec...
Data Mining Athletic Performance Humans Neural Networks, Computer Algorithms Students
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Automatic detection of passing and shooting in water polo using machine learning: a feasibility study.

Sports biomechanics Feb 28, 2022
There is currently no efficient way to quantify overhead throwing volume in water polo. Therefore, this study aimed to test the feasibility of a method to detect passes and shots in water polo automatically using inertial measurement units (IMU) and ...
Feasibility Studies Athletic Performance Video Recording Support Vector Machine Wrist Water Sports Motor Skills Young Adult Adult Sensitivity and Specificity Biomechanical Phenomena Male Humans Neural Networks, Computer Machine Learning
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Acute Effects of Nicotine on Physiological Responses and Sport Performance in Healthy Baseball Players.

International journal of environmental research and public health Jan 4, 2022
There is interest in whether nicotine could enhance attention in sporting performance, but evidence on the acute effect of nicotine on physical response and sports performance in baseball players remains scant. This was an observational study to exam...
Baseball Nicotine Humans Chewing Gum Attention Male Athletic Performance
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Hydration Status and Fluid Replacement Strategies of High-Performance Adolescent Athletes: An Application of Machine Learning to Distinguish Hydration Characteristics.

Nutrients Nov 15, 2021
There are limited data on the fluid balance characteristics and fluid replenishment behaviors of high-performance adolescent athletes. The heterogeneity of hydration status and practices of adolescent athletes warrant efficient approaches to individu...
Machine Learning Female Male Humans Drinking Adolescent Organism Hydration Status Drinking Behavior Sports Dehydration Athletic Performance Cluster Analysis Water-Electrolyte Balance Singapore Athletes
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Analysis of Sports Performance Prediction Model Based on GA-BP Neural Network Algorithm.

Computational intelligence and neuroscience Aug 12, 2021
There are many factors that affect athletes' sports performance in sports competitions. The traditional sports performance prediction method is difficult to obtain more accurate sports performance prediction results and corresponding data analysis in...
Humans Athletic Performance Neural Networks, Computer Algorithms
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