ReviewFrontiers in neurology2020
Surface Electromyography: What Limits Its Use in Exercise and Sport Physiology?
Review in Frontiers in neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07514117 (Electroacupuncture With Different Pulse Patterns for the Post-acute Phase of Bell's Palsy), which is not on this map. Cited by 31 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Electroacupuncture With Different Pulse Patterns for the Post-acute Phase of Bell's Palsy: a Study Protocol for a Randomized Controlled Trial With Surface Electromyography Evaluation
Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it, 60 citations in OpenAlex.
- Acquisition of respiratory surface EMG: a systematic literature review of electrode configurations and methodological reporting.Critical care (London, England) · 2025Pooled it
- Impact of Verbal Suggestions on Finger Flexor Activation and Strength in Healthy Individuals.Medical science monitor : international medical journal of experimental and clinical research · 2023Trial
- Development and Validation of an Automated Pipeline for Motor Unit Analysis from HD-sEMG Signals.Sensors (Basel, Switzerland) · 2026Article
- From Signal Stacking to Dynamic Coupling: A Critical Review of Wearable EEG-EMG Fusion Brain-Computer Interfaces for Stroke Rehabilitation.Micromachines · 2026Review
- Normalization of muscle strength measures in barbell exercises by sex, age, and anthropometry: notes on allometry.Scientific reports · 2026Article
- MoCap-Referenced Neck-Shoulder sEMG-IMU Decoding for Discrete Assistive Commands: A Pilot Study.Sensors (Basel, Switzerland) · 2026Article
- Integrating Evaluation into Exoskeleton Systems: A Model-Based Approach.Sensors (Basel, Switzerland) · 2026Article
- Effects of resistance exercises on rotator cuff muscle mechanical characteristics in shoulders with and without rotator cuff tears.PloS one · 2026Article
- Human bioimpedance-based state detection technologies for sports health monitoring: a review.Frontiers in physiology · 2026Review
- Application of Surface Electromyography (sEMG) in the Analysis of Upper Limb Muscle Activity in Women Aged 50+ During Torqway Riding.Sensors (Basel, Switzerland) · 2025Article
- The Impact of a Modality Switch During Isokinetic Leg Extensions on Performance Fatigability and Neuromuscular Patterns of Response.Sensors (Basel, Switzerland) · 2025Article
- High-quality experimental records and physiology-based assessments outperform automated procedures and complex statistics. Introducing "Methods in Applied Physiology", a new topical collection.European journal of applied physiology · 2025Article
- Distributed Wearable Ultrasound Sensors Predict Isometric Ground Reaction Force.Sensors (Basel, Switzerland) · 2024Article
- Decision-Making Time Analysis for Assessing Processing Speed in Athletes during Motor Reaction Tasks.Sports (Basel, Switzerland) · 2024Article
- Electromyographic analysis of the traditional and spin throwing techniques for goalball games related to ball velocity for selected upper extremity muscles.BMC sports science, medicine & rehabilitation · 2024Article
- STEM education needs for human movement sciences professionals.Frontiers in neurology · 2024Article
- Article
- Integrating surface electromyography into physical therapy training with the support of STEM education.Frontiers in neurology · 2024Article
- A comparison of techniques for verifying the accuracy of precision decomposition-derived relationships between motor unit firing rates and recruitment thresholds from surface EMG signals.Experimental brain research · 2023Article
- Acute Recovery after a Fatigue Protocol Using a Recovery Sports Legging: An Experimental Study.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The aim of the present paper is to examine to what extent the application of surface electromyography (sEMG) in the field of exercise and, more in general, of human movement, is adopted by professionals on a regular basis. For this purpose, a brief history of the recent developments of modern sEMG techniques will be assessed and evaluated for a potential use in exercise physiology and clinical biomechanics. The idea is to understand what are the limitations that impede the translation of sEMG to applied fields such as exercise physiology. A cost/benefits evaluation will be drawn in order to understand possible causes that prevents sEMG from being routinely adopted. Among the possible causative factors, educational, economic and technical issues will be considered. Possible corrective interventions will be proposed. We will also give an overview of the parameters that can be extracted from the decomposition of the sHDEMG signals and how this can be related by professionals for assessing the health and disease of the neuromuscular system. We discuss how the decomposition of surface EMG signals might be adopted as a new non-invasive tool for assessing the status of the neuromuscular system. Recent evidences show that is possible to monitor the changes in neuromuscular function after training of longitudinally tracked populations of motoneurons, predict the maximal rate of force development by an individual via motoneuron interfacing, and identify possible causal relations between aging and the decrease in motor performance. These technologies will guide our understanding of motor control and provide a new window for the investigation of the underlying physiological processes determining force control, which is essential for the sport and exercise physiologist. We will also illustrate the challenges related to extraction of neuromuscular parameters from global EMG analysis (i.e., root-mean-square, and other global EMG metrics) and when the decomposition is needed. We posit that the main limitation in the application of sEMG techniques to the applied field is associated to problems in education and teaching, and that most of the novel technologies are not open source.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.