Literature DB >> 30877404

Explicit Modeling of White Matter Axonal Fiber Tracts in a Finite Element Brain Model.

Taotao Wu1, Ahmed Alshareef1, J Sebastian Giudice1, Matthew B Panzer2.   

Abstract

Many human brain finite element (FE) models lack mesoscopic (~ 1 mm) white matter structures, which may limit their capability in predicting TBI and assessing tissue-based injury metrics such as axonal strain. This study investigated an embedded method to explicitly incorporate white matter axonal fibers into an existing 50th percentile male brain model. The white matter was decomposed into myelinated axon tracts and an isotropic ground substance that had similar material properties to gray matter. The axon tract bundles were derived from a population-based tractography template explicitly modeled using 1-D cable elements. The axonal fibers and ground substance material were implemented using hyper-viscoelastic constitutive models, which were calibrated using white and gray matter brain tissue material testing data available in the literature. Finally, the new axon-based model was extensively validated for brain-skull relative deformation under various loading conditions (n = 17) and showed good biofidelity compared to other brain models. Through these analyses, we demonstrated the applicability of this method for incorporating axonal fiber tracts into an existing FE brain model. The axon-based model will be a useful tool for understanding the mechanisms of TBI, evaluating tissue-based injury metrics, and developing injury mitigation systems.

Entities:  

Keywords:  Axonal fibers; Brain model; Finite element model validation; Traumatic brain injury

Year:  2019        PMID: 30877404     DOI: 10.1007/s10439-019-02239-8

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


  23 in total

1.  A network-based response feature matrix as a brain injury metric.

Authors:  Shaoju Wu; Wei Zhao; Bethany Rowson; Steven Rowson; Songbai Ji
Journal:  Biomech Model Mechanobiol       Date:  2019-11-23

2.  Structural Anisotropy vs. Mechanical Anisotropy: The Contribution of Axonal Fibers to the Material Properties of Brain White Matter.

Authors:  Faezeh Eskandari; Mehdi Shafieian; Mohammad M Aghdam; Kaveh Laksari
Journal:  Ann Biomed Eng       Date:  2020-10-06       Impact factor: 3.934

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

Authors:  Alireza Mojahed; Javid Abderezaei; Efe Ozkaya; Lawrence Bergman; Alexander Vakakis; Mehmet Kurt
Journal:  Ann Biomed Eng       Date:  2022-01-25       Impact factor: 3.934

4.  Finite element modeling of the complex anisotropic mechanical behavior of the human sclera and pia mater.

Authors:  Alireza Karimi; Seyed Mohammadali Rahmati; Reza Razaghi; Christopher A Girkin; J Crawford Downs
Journal:  Comput Methods Programs Biomed       Date:  2022-01-04       Impact factor: 5.428

5.  Physics-Informed Machine Learning Improves Detection of Head Impacts.

Authors:  Samuel J Raymond; Nicholas J Cecchi; Hossein Vahid Alizadeh; Ashlyn A Callan; Eli Rice; Yuzhe Liu; Zhou Zhou; Michael Zeineh; David B Camarillo
Journal:  Ann Biomed Eng       Date:  2022-03-18       Impact factor: 3.934

6.  Displacement voxelization to resolve mesh-image mismatch: Application in deriving dense white matter fiber strains.

Authors:  Songbai Ji; Wei Zhao
Journal:  Comput Methods Programs Biomed       Date:  2021-11-13       Impact factor: 5.428

7.  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

8.  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

9.  Multi-Scale White Matter Tract Embedded Brain Finite Element Model Predicts the Location of Traumatic Diffuse Axonal Injury.

Authors:  Marzieh Hajiaghamemar; Susan S Margulies
Journal:  J Neurotrauma       Date:  2020-09-25       Impact factor: 5.269

10.  Instantaneous Whole-Brain Strain Estimation in Dynamic Head Impact.

Authors:  Kianoosh Ghazi; Shaoju Wu; Wei Zhao; Songbai Ji
Journal:  J Neurotrauma       Date:  2020-12-14       Impact factor: 5.269

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.