ArticleAnnals of biomedical engineering2024
Instrumented Mouthguard Decoupling Affects Measured Head Kinematic Accuracy.
Article in Annals of biomedical engineering, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Estimating Linear and Rotational Head Kinematics in Ice Hockey from a Single Helmet-Mounted IMU Using Vector Autoregressive Models.Annals of biomedical engineering · 2026Article
- Assessing Motion Fidelity During Closed-Head Rotational Acceleration Traumatic Brain Injury in Pigs.Research square · 2026Article
- Non-concussive impacts, cognition, and the menstrual cycle: a proof-of-concept study of elite female footballers.Experimental brain research · 2026Article
- Quantifying Head Impacts in Elite Muay Thai: A Case Study Using Instrumented Mouthguards.Sports (Basel, Switzerland) · 2026Article
- Head Acceleration Events Measured by Instrumented Mouthguards in Elite Australian Football.Sports medicine - open · 2026Article
- Helmet-Head Decoupling in Ice Hockey Impacts: An In-lab Exploratory Study Using Autoregressive Modeling of Acceleration Data Measured from a Helmet-Mounted Inertial Measurement Unit (IMU).Annals of biomedical engineering · 2025Article
- Comparison of Instrumented Mouthguard Post-Processing Methods.Annals of biomedical engineering · 2025Article
- Detecting and Salvaging Head Impacts with Decoupling Artifacts from Instrumented Mouthguards.Annals of biomedical engineering · 2025Article
- Concussion injuries in sports and the role of instrumented mouthguards: a mini review.Frontiers in bioengineering and biotechnology · 2025Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Many recent studies have used boil-and-bite style instrumented mouthguards to measure head kinematics during impact in sports. Instrumented mouthguards promise greater accuracy than their predecessors because of their superior ability to couple directly to the skull. These mouthguards have been validated in the lab and on the field, but little is known about the effects of decoupling during impact. Decoupling can occur for various reasons, such as poor initial fit, wear-and-tear, or excessive impact forces. To understand how decoupling influences measured kinematic error, we fit a boil-and-bite instrumented mouthguard to a 3D-printed dentition mounted to a National Operating Committee on Standards for Athletic Equipment (NOCSAE) headform. We also instrumented the headform with linear accelerometers and angular rate sensors at its center of gravity (CG). We performed a series of pendulum impact tests, varying impactor face and impact direction. We measured linear acceleration and angular velocity, and we calculated angular acceleration from the mouthguard and the headform CG. We created decoupling conditions by varying the gap between the lower jaw and the bottom face of the mouthguard. We tested three gap conditions: 0 mm (control), 1.6 mm, and 4.8 mm. Mouthguard measurements were transformed to the CG and compared to the reference measurements. We found that gap condition, impact duration, and impact direction significantly influenced mouthguard measurement error. Error was higher for larger gaps and in frontal (front and front boss) conditions. Higher errors were also found in padded conditions, but the mouthguards did not collect all rigid impacts due to inherent limitations. We present characteristic decoupling time history curves for each kinematic measurement. Exemplary frequency spectra indicating characteristic decoupling frequencies are also described. Researchers using boil-and-bite instrumented mouthguards should be aware of their limitations when interpreting results and should seek to address decoupling through advanced post-processing techniques when possible.
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