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Updated: Sep 16, 2025

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Evaluating Muscle Fatigue With Non-Invasive Approaches: A Review of Methods, Metrics, and Implications
Summary
Accurate muscle fatigue assessment is vital for training, rehab, and performance. This review covers physiological and functional methods, guiding tool selection and highlighting future tech for better understanding muscle fatigue.
Area of Science:
- Exercise Physiology
- Biomedical Engineering
- Rehabilitation Science
Background:
- Muscle fatigue assessment is critical for sports, occupational health, and rehabilitation.
- Diverse methods exist, but a comprehensive overview is needed.
- Understanding fatigue mechanisms informs performance optimization and injury prevention.
Purpose of the Study:
- To comprehensively review current muscle fatigue assessment techniques.
- To evaluate the strengths, limitations, and applications of various methods.
- To guide researchers and clinicians in selecting appropriate assessment tools.
Main Methods:
- Review of physiological and functional assessment techniques.
- Inclusion of methods based on questionnaires, biosignals, and robotics.
- Critical evaluation of existing literature and emerging technologies.
Main Results:
- Categorization of assessment methods into physiological and functional.
- Analysis of data from questionnaires, biosignals (e.g., EMG), and robotics.
- Identification of key strengths and limitations for each method.
Conclusions:
- Selecting the right muscle fatigue assessment tool is crucial for accurate interpretation.
- Emerging technologies offer promising advancements in fatigue monitoring.
- Further research is needed to refine and validate novel assessment approaches.
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