Applications of machine learning to optimize tennis performance: a systematic review

T Sampaio, JP Oliveira, DA Marinho, HP Neiva… - Applied Sciences, 2024 - mdpi.com
(1) Background: Tennis has changed toward power-driven gameplay, demanding a
nuanced understanding of performance factors. This review explores the role of machine …

Maximizing the performance of badminton athletes through core strength training: Unlocking their full potential using machine learning (ML) modeling

S Ma, KG Soh, SB Japar, S Xu, S Guo - Heliyon, 2024 - cell.com
Core strength training plays an essential role in maximizing performance for badminton
athletes. The core muscles in the abdominal, back, and hip regions provide stability, enable …

[HTML][HTML] The Influence of Kinematics on Tennis Serve Speed: An In-Depth Analysis Using Xsens MVN Biomech Link Technology

AV Brito, P Fonseca, MJ Costa, R Cardoso, CC Santos… - Bioengineering, 2024 - mdpi.com
An inertial measurement system, using a combination of accelerometers, gyroscopes and
magnetometers, is of great interest to capture tennis movements. We have assessed the key …

Does Motor Imagery Training Improve Service Performance in Tennis Players? A Systematic Review and Meta-Analysis

N Deng, KG Soh, BB Abdullah, D Huang - Behavioral Sciences, 2024 - mdpi.com
Motor imagery training is a common mental strategy used by tennis players and coaches to
improve learning and performance; however, the effect of motor imagery training on service …

Transforming tennis with artificial intelligence: a bibliometric review

T Sampaio, JP Oliveira, DA Marinho… - Frontiers in Sports and …, 2024 - frontiersin.org
The aim of this study was to conduct a sco** and bibliometric review of articles using
artificial intelligence (AI) in tennis. The analysis covered various aspects of tennis, including …

Active video games for improving health-related physical fitness in older adults: a systematic review and meta-analysis

N Deng, KG Soh, BB Abdullah, H Tan… - Frontiers in Public …, 2024 - frontiersin.org
Background The global population is experiencing a rapid rise in the quantity and
percentage of older people. In an effort to enhance physical activity among older adults …

Changes in Body Composition and Physical Performance after a Six-Week International Tour in Young Chilean Female Tennis Players

P Luna-Villouta, LV Contreras, CM Salazar… - Sports, 2024 - mdpi.com
Junior tennis players travel a lot to play tennis tournaments; this causes them to spend a lot
of time away from their homes and disrupts their training, which could reduce their …

Improving drive strokes of beginner tennis players through hand-eye coordination-based training methods

M Nur, MA Mappaompo, J Juhanis… - Jurnal SPORTIF …, 2024 - ojs.unpkediri.ac.id
The mastery of skills by field tennis players is very important. To master the skills, novice
players must practice a lot. In the training process, the right training method is needed so …

Optimization Analysis of Tennis Player Training Mode Based on 3D Simulation Model

G Miao, Y ** a holistic training model that integrates
essential elements for optimal tennis performance. The study explores how physical …