Literature DB >> 35076786

Predictive Helmet Optimization Framework Based on Reduced-Order Modeling of the Brain Dynamics.

Alireza Mojahed1,2, Javid Abderezaei3,4, Efe Ozkaya3, Lawrence Bergman5, Alexander Vakakis6, Mehmet Kurt7,4.   

Abstract

Sports-related traumatic brain injuries (TBIs) are among the leading causes of head injuries in the world. Use of helmets is the main protective measure against this epidemic. The design criteria for the majority of the helmets often only consider the kinematics of the head. This approach neglects the importance of regional deformations of the brain especially near the deep white matter structures such as the corpus callosum (CC) which have been implicated in mTBI studies. In this work, we develop a dynamical reduced-order model of the skull-brain-helmet system to analyze the effect of various helmet parameters on the dynamics of the head and CC. Here, we show that the optimal head-helmet coupling values that minimize the CC dynamics are different from the ones that minimize the skull and brain dynamics (at some kinematics, up to two times stiffer for the head motion mitigation). By comparing our results with experimental impact tests performed on seven different helmets for five different sports, we found that the football helmets with an absorption of about 65-75% of the impact energy had the best performance in mitigating the head motion. Here, we found that none of the helmets are effective in protecting the CC from harmful impact energies. Our computational results reveal that the origin of the difference between the properties of a helmet mitigating the CC motion vs. the head motion is nonlinear vs. linear dynamics. Unlike the globally linear behavior of the head dynamics, we demonstrate that the CC exhibits nonlinear mechanical response similar to an energy sink. This means that there are scenarios where, at the instant of impact, the CC does not undergo extreme motions, but these may occur with a time delay as it absorbs shock energy from other parts of the brain. These findings hint at the importance of considering tissue level dynamics in designing new helmets.
© 2022. The Author(s) under exclusive licence to Biomedical Engineering Society.

Entities:  

Keywords:  Experimental impact tests; Helmet design; Nonlinear corpus callosum model; Reduced-order brain model; mTBI

Year:  2022        PMID: 35076786     DOI: 10.1007/s10439-022-02908-1

Source DB:  PubMed          Journal:  Ann Biomed Eng        ISSN: 0090-6964            Impact factor:   3.934


  37 in total

1.  Mild traumatic brain injury: a silent epidemic in our practices.

Authors:  Page Walker Buck
Journal:  Health Soc Work       Date:  2011-11

2.  Validation of a noninvasive system for measuring head acceleration for use during boxing competition.

Authors:  Jonathan G Beckwith; Jeffrey J Chu; Richard M Greenwald
Journal:  J Appl Biomech       Date:  2007-08       Impact factor: 1.833

3.  Differences in Impact Performance of Bicycle Helmets During Oblique Impacts.

Authors:  Megan L Bland; Craig McNally; Steven Rowson
Journal:  J Biomech Eng       Date:  2018-09-01       Impact factor: 2.097

4.  Development and Evaluation of a Test Method for Assessing the Performance of American Football Helmets.

Authors:  Ann M Bailey; Erin J Sanchez; Gwansik Park; Lee F Gabler; James R Funk; Jeff R Crandall; Michael Wonnacott; Chris Withnall; Barry S Myers; Kristy B Arbogast
Journal:  Ann Biomed Eng       Date:  2020-10-06       Impact factor: 3.934

5.  Finite element model predictions of intracranial hemorrhage from non-impact, rapid head rotations in the piglet.

Authors:  Brittany Coats; Stephanie A Eucker; Sarah Sullivan; Susan S Margulies
Journal:  Int J Dev Neurosci       Date:  2012-01-05       Impact factor: 2.457

6.  Measuring head kinematics in football: correlation between the head impact telemetry system and Hybrid III headform.

Authors:  Jonathan G Beckwith; Richard M Greenwald; Jeffrey J Chu
Journal:  Ann Biomed Eng       Date:  2011-10-13       Impact factor: 3.934

7.  Imaging and Simulation of Inter-muscular Differences in Triceps Surae Contributions to Forward Propulsion During Walking.

Authors:  William H Clark; Richard E Pimentel; Jason R Franz
Journal:  Ann Biomed Eng       Date:  2020-09-08       Impact factor: 3.934

8.  Evaluation of a novel bicycle helmet concept in oblique impact testing.

Authors:  Emily Bliven; Alexandra Rouhier; Stanley Tsai; Rémy Willinger; Nicolas Bourdet; Caroline Deck; Steven M Madey; Michael Bottlang
Journal:  Accid Anal Prev       Date:  2019-01-08

9.  Persistent, long-term cerebral white matter changes after sports-related repetitive head impacts.

Authors:  Jeffrey J Bazarian; Tong Zhu; Jianhui Zhong; Damir Janigro; Eric Rozen; Andrew Roberts; Hannah Javien; Kian Merchant-Borna; Beau Abar; Eric G Blackman
Journal:  PLoS One       Date:  2014-04-16       Impact factor: 3.240

10.  Development of the STAR Evaluation System for Assessing Bicycle Helmet Protective Performance.

Authors:  Megan L Bland; Craig McNally; David S Zuby; Becky C Mueller; Steven Rowson
Journal:  Ann Biomed Eng       Date:  2019-08-01       Impact factor: 3.934

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