Literature DB >> 30377899

An Analytical Review of the Numerical Methods used for Finite Element Modeling of Traumatic Brain Injury.

J Sebastian Giudice1, Wei Zeng1, Taotao Wu1, Ahmed Alshareef1, Daniel F Shedd1, Matthew B Panzer2.   

Abstract

Dozens of finite element models of the human brain have been developed for providing insight into the mechanical response of the brain during impact. Many models used in traumatic brain injury research are based on different computational techniques and approaches. In this study, a comprehensive review of the numerical methods implemented in 16 brain models was performed. Differences in element type, mesh size, element formulation, hourglass control, and solver were found. A parametric study using the SIMon FE brain model was performed to quantify the sensitivity of model outputs to differences in numerical implementation. Model outputs investigated in this study included nodal displacement (commonly used for validation) and maximum principal strain (commonly used for injury assessment), and these results were demonstrated using the loading characteristics of a reconstructed football concussion event. Order-of-magnitude differences in brain response were found when only changing the characteristics of the numerical method. Mesh type and mesh size had the largest effect on model response. These differences have important implications on the interpretation of results among different models simulating the same impacts, and of the results between model and in vitro experiments. Additionally, future studies need to better report the numerical methods used in the models.

Entities:  

Keywords:  Brain deformation; Hourglass formulation; Human body modeling; Mesh convergence; Mesh sensitivity

Mesh:

Year:  2018        PMID: 30377899     DOI: 10.1007/s10439-018-02161-5

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


  16 in total

1.  Use of Brain Biomechanical Models for Monitoring Impact Exposure in Contact Sports.

Authors:  Songbai Ji; Mazdak Ghajari; Haojie Mao; Reuben H Kraft; Marzieh Hajiaghamemar; Matthew B Panzer; Remy Willinger; Michael D Gilchrist; Svein Kleiven; Joel D Stitzel
Journal:  Ann Biomed Eng       Date:  2022-07-22       Impact factor: 4.219

2.  Concussion Prone Scenarios: A Multi-Dimensional Exploration in Impact Directions, Brain Morphology, and Network Architectures Using Computational Models.

Authors:  Taotao Wu; Jared A Rifkin; Adam C Rayfield; Erin D Anderson; Matthew B Panzer; David F Meaney
Journal:  Ann Biomed Eng       Date:  2022-09-20       Impact factor: 4.219

3.  Displacement- and Strain-Based Discrimination of Head Injury Models across a Wide Range of Blunt Conditions.

Authors:  Wei Zhao; Songbai Ji
Journal:  Ann Biomed Eng       Date:  2020-04-02       Impact factor: 3.934

4.  Biomechanics of the Human Brain during Dynamic Rotation of the Head.

Authors:  Ahmed Alshareef; J Sebastian Giudice; Jason Forman; Daniel F Shedd; Kristen A Reynier; Taotao Wu; Sara Sochor; Mark R Sochor; Robert S Salzar; Matthew B Panzer
Journal:  J Neurotrauma       Date:  2020-03-13       Impact factor: 5.269

Review 5.  Development and Application of Digital Human Models in the Field of Vehicle Collisions: A Review.

Authors:  Qian Wang; Yunfeng Lou; Tong Li; Xianlong Jin
Journal:  Ann Biomed Eng       Date:  2021-05-13       Impact factor: 3.934

6.  Head Kinematics and Injury Metrics for Laboratory Hockey-Relevant Head Impact Experiments.

Authors:  Yanir Levy; Kewei Bian; Luke Patterson; Ryan Ouckama; Haojie Mao
Journal:  Ann Biomed Eng       Date:  2021-09-01       Impact factor: 3.934

7.  Displacement Error Propagation From Embedded Markers to Brain Strain.

Authors:  Wei Zhao; Zheyang Wu; Songbai Ji
Journal:  J Biomech Eng       Date:  2021-10-01       Impact factor: 1.899

8.  Biomechanics of Periventricular Injury.

Authors:  Zhou Zhou; Xiaogai Li; Svein Kleiven
Journal:  J Neurotrauma       Date:  2019-12-11       Impact factor: 5.269

9.  Group characterization of impact-induced, in vivo human brain kinematics.

Authors:  Arnold D Gomez; Philip V Bayly; John A Butman; Dzung L Pham; Jerry L Prince; Andrew K Knutsen
Journal:  J R Soc Interface       Date:  2021-06-23       Impact factor: 4.293

10.  Development and Multi-Scale Validation of a Finite Element Football Helmet Model.

Authors:  William B Decker; Alex M Baker; Xin Ye; Philip J Brown; Joel D Stitzel; F Scott Gayzik
Journal:  Ann Biomed Eng       Date:  2019-09-13       Impact factor: 3.934

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