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August 21, 20250 citationsOpen Access

The Role of AI and Wearables in Injury Prediction and Performance Optimization

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AMAzhar Mahmood

Key Points

  • Incorporating ai and wearable technology enhances injury prediction and optimizes athlete performance, promoting health and recovery.
  • The review highlights the use of machine learning to assess injury risks and improve training based on real-time physiological data.
  • Assessment includes various wearable devices like GPS trackers and heart rate monitors, showing their importance in sports science.
  • Challenges in using these systems include data quality, privacy, and complexity for nonexperts, signaling areas for improvement.

Abstract

The combination of artificial intelligence (AI) and wearable technology is now changing sports science, health care, and human performance. The review carefully examines how AI-enabled wearable devices are helping to prevent injuries and enhance athletes’ performance. Using material from different fields, it assesses the value of today’s wearable technology, including GPS trackers, heart rate monitors, and inertial sensors. It utilizes machine learning to identify injury risks, detect unusual performances, and enhance training plans. This review examines how AI is currently used to make sense of real-time physiological and biomechanical data and discuss its value for professional athletes and individuals recovering from injuries. It also examines the challenges of implementing these systems, including questions about data quality, privacy concerns, and the fact that many predictive models are difficult for nonexperts to interpret. The review combines studies from various fields to provide an overall view and help identify weaknesses in current approaches. This review explores explainable AI and the integration of wearables and personalized medicine. According to experts, combining AI and wearables has significantly changed how people monitor and improve their health.

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Cite This Study

Azhar Mahmood (2025) studied this question.

synapsesocial.com/papers/68a6fb8c5502675167ba89ddhttps://doi.org/10.70389/pjai.100019
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Evaluating the Effectiveness of Technology in Sports Injury Prevention: A Systematic Review2025
  2. 2Artificial Intelligence in Sports Biomechanics: A Scoping Review on Wearable Technology, Motion Analysis, and Injury Prevention2025 · 93 citations
  3. 3Artificial intelligence–integrated wearable sensors for sports injury prediction and rehabilitation monitoring: a systematic review2026
  4. 4Convergence of Artificial Intelligence and Wearables in Strength Training and Performance Monitoring: A Scoping Review2026
  5. 5Artificial intelligence and wearable sensors in sports injury risk prediction: current status and future perspectives2026 · 3 citations