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Cognitive Neuroscience in Alpine Skiing: Introducing Computational Sports Medicine for Performance Optimization.

Carl-Johan Boraxbekk1,2, Matej Supej3, Hans-Christer Holmberg4,5

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Scandinavian Journal of Medicine & Science in Sports
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Summary

Computational Sports Medicine integrates brain science with physical training to enhance athletic performance. This new framework offers personalized strategies for injury prevention and optimizing recovery for athletes.

Keywords:
athlete developmentbrainpredictive modelingworking memory updating

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Area of Science:

  • Sports Medicine
  • Cognitive Neuroscience
  • Computational Biology

Background:

  • Traditional sports medicine focuses on physical aspects, neglecting the brain's role in athletic performance.
  • Sport psychology emphasizes mental and cognitive factors but lacks integration with physiological measures.
  • A gap exists in unifying cognitive and physiological data for a holistic view of athletic performance.

Purpose of the Study:

  • Introduce Computational Sports Medicine, a novel framework integrating cognitive neuroscience with physiological and biomechanical data.
  • Examine the role of working memory updating and neural adaptation in dynamic sports environments, using alpine skiing as a model.
  • Propose a unifying predictive framework for objective, quantifiable metrics and simulation of "what-if" scenarios in sports.

Main Methods:

  • Narrative review synthesizing literature from sport psychology, sports medicine, and cognitive neuroscience.
  • Analysis of alpine skiing as a case study to illustrate the application of the framework.
  • Conceptual development of Computational Sports Medicine as a predictive and simulation-based approach.

Main Results:

  • Working memory updating is critical for performance in dynamic environments.
  • Neural processes are key to adaptation in athletic performance.
  • Computational Sports Medicine offers a brain-inclusive, personalized approach beyond descriptive analysis.

Conclusions:

  • Computational Sports Medicine provides a unifying, predictive framework for optimizing athletic performance.
  • Practical training implications include sport-specific cognitive tasks and leveraging technology (VR, wearables).
  • This brain-centric approach is crucial for personalized performance optimization, injury prevention, and return-to-play decisions.