Opportunities · 01Advanced Sports Analytics
156 papers20.3% of this theme group
Shows how large‑scale data analysis and visualization can inform strategic decisions across leagues.
Analytics (79) · Big data (16) · Data analysis (12) · League (12)
The Role of Artificial Intelligence in Sports Analytics: A Systematic Review and Meta-Analysis of Performance Trends
Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance
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Opportunities · 02Rehabilitation‑Based Training Programs
147 papers19.2% of this theme group
Demonstrates benefits of proprioceptive, pilates, and rehab‑focused regimens for enhancing athletic performance.
Physical medicine and rehabilitation (44) · Physical therapy (49) · Training (17) · Athletes (43)
Effects of proprioceptive training on sports performance: a systematic review
HOW PILATES EXERCISES AFFECT SPORTS PERFORMANCE? A SYSTEMATIC REVIEW
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Opportunities · 03Mindfulness and Cognitive Interventions
114 papers14.9% of this theme group
Explores mental training techniques that improve focus, stress management, and overall competitive results.
Applied psychology (40) · Mindfulness (12) · Athletes (45) · Cognitive psychology (12)
Effects of psychological interventions on high sports performance: A systematic review
The Effect of Mindfulness and Meditation in Sports Performance
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Opportunities · 04Targeted Nutritional Supplements
114 papers14.9% of this theme group
Evaluates evidence for caffeine, placebo, and other dietary aids in boosting elite athlete output.
Sports nutrition (13) · Placebo (12) · Caffeine (10) · Food science (9)
Efficacy of dietary supplements on sports performance outcomes: a systematic review of evidence in elite athletes
Table 1_Efficacy of dietary supplements on sports performance outcomes: a systematic review of evidence in elite athletes.pdf
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Opportunities · 05Wearable Sensor Ecosystems
95 papers12.4% of this theme group
Highlights IoT‑enabled devices that monitor biomechanics and health metrics to support training and recovery.
Wearable computer (21) · Wearable technology (13) · Human–computer interaction (13) · Internet of Things (6)
Wearable Sensors and Smart Devices to Monitor Rehabilitation Parameters and Sports Performance: An Overview
Textile-Based Wearable Sensors for Assisting Sports Performance
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Opportunities · 06Performance Metric Optimization
91 papers11.9% of this theme group
Develops ranking and selection frameworks that streamline athlete evaluation and talent identification.
Metric (7) · Selection (6) · Pareto principle (6) · Ranking (6)
A regression-based approach to interpreting sports performance
EXAMINATION OF EXECUTIVE FUNCTIONS AFFECTING SPORTS PERFORMANCE IN THE CONTEXT OF ATHLETE EXPERIENCE
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Opportunities · 07Kinematic and Force Analysis
50 papers6.5% of this theme group
Advances biomechanical tools for measuring motion and ground reaction forces to refine technique and injury prevention.
Biomechanics (34) · Sports biomechanics (16) · Kinematics (9) · Ground reaction force (5)
A Development of Force Plate for Biomechanics Analysis of Standing and Walking
Research on the application of biomechanics analysis in optimizing physical education movement techniques
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