ArticleAnnals of biomedical engineering2020
Validation and Comparison of Instrumented Mouthguards for Measuring Head Kinematics and Assessing Brain Deformation in Football Impacts.
Article in Annals of biomedical engineering, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 70 papers, 3 of them syntheses that pooled it.
What it found
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
70 citing papers in PubMed, 3 syntheses or guidelines pooled it, 145 citations in OpenAlex.
- Occurrence of Orofacial and Dental Injuries in Rugby: Systematic Review and Meta-Analysis.Clinical and experimental dental research · 2026Pooled it
- Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- 3D Biomechanics of Rugby Tackle Techniques to Inform Future Rugby Research Practice: a Systematic Review.Sports medicine - open · 2021Pooled it
- Neurophysiological Effects of Repeated Soccer Heading in Youth.Journal of biomechanical engineering · 2023Trial
- High Energy Side and Rear American Football Head Impacts Cause Obvious Performance Decrement on Video.Annals of biomedical engineering · 2020Trial
- Field Evaluation of a Wearable Instrumented Headband Designed for Measuring Head Kinematics.Annals of biomedical engineering · 2026Article
- Translational benchmarking of 3D in vitro models of traumatic brain injury.Trends in biotechnology · 2026Review
- Head Acceleration Event Exposure during Pre-Season Training in Elite Men's Rugby Union.Sports medicine - open · 2026Article
- Quantifying Morphology-Related Deviations in Brain Strain Using an Automated Mesh Morphing Method.Annals of biomedical engineering · 2026Article
- Comparison of Six Data Cleaning Methods for Determining Repetitive Head Impact Exposure in Youth Tackle Football.Annals of biomedical engineering · 2026Article
- Automated detection of physical contact events in youth ice hockey: a player-centric deep learning approach.Scientific reports · 2026Article
- Peak Power: A Severity Measure for Head Acceleration Events Associated with Suspected Concussions.Sports medicine (Auckland, N.Z.) · 2026Article
- Biofluid-based predictors of post-concussion symptoms: a narrative review of mild traumatic brain injury biomarkers.Brain communications · 2026Review
- Head Acceleration Event Exposure During Elite Men's and Women's Rugby Union Training.Sports medicine (Auckland, N.Z.) · 2026Article
- Heading to guidance: understanding in-training heading demands for elite men's and women's football.British journal of sports medicine · 2025Observational
- Mouthguard use and awareness among athletes in Turkey: a cross-sectional study with multivariable analysis.BMC sports science, medicine & rehabilitation · 2025Article
- Head Kinematics Associated with Off-Field Head Injury Assessment (HIA1) Events in a Season of English Elite-Level Club Men's and Women's Rugby Union Matches.Sports medicine (Auckland, N.Z.) · 2025Article
- A Look "Inside" the Sport of Wrestling: Examination of Head Acceleration Events and Mechanisms in Female High-School Wrestlers Using Instrumented Mouthguards.Annals of biomedical engineering · 2025Article
- Computational Modelling of Protected and Unprotected Head Impacts in Rugby.Bioengineering (Basel, Switzerland) · 2025Article
- Quality Issues in Kinematic Traces from Three Head Impact Sensors in Boxing: Prevalence, Effects, and Implications for Exposure Assessment.Annals of biomedical engineering · 2025Article
10 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
Because of the rigid coupling between the upper dentition and the skull, instrumented mouthguards have been shown to be a viable way of measuring head impact kinematics for assisting in understanding the underlying biomechanics of concussions. This has led various companies and institutions to further develop instrumented mouthguards. However, their use as a research tool for understanding concussive impacts makes quantification of their accuracy critical, especially given the conflicting results from various recent studies. Here we present a study that uses a pneumatic impactor to deliver impacts characteristic to football to a Hybrid III headform, in order to validate and compare five of the most commonly used instrumented mouthguards. We found that all tested mouthguards gave accurate measurements for the peak angular acceleration, the peak angular velocity, brain injury criteria values (mean average errors < 13, 8, 13%, respectively), and the mouthguards with long enough sampling time windows are suitable for a convolutional neural network-based brain model to calculate the brain strain (mean average errors < 9%). Finally, we found that the accuracy of the measurement varies with the impact locations yet is not sensitive to the impact velocity for the most part.
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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.