Literature DB >> 28701050

Validation performance comparison for finite element models of the human brain.

Logan E Miller1, Jillian E Urban1, Joel D Stitzel1.   

Abstract

The objective of this study was to compare the performance of six validated brain finite element (FE) models to localized brain motion validation data in five experimental configurations. Model performance was measured using the objective metric CORA (CORrelation and Analysis), where higher ratings represent better correlation. The KTH model achieved the highest average CORA rating, and the ABM received the highest average rating among models robustly validated against five cadaver impacts in three directions. This technique can be more frequently employed to build better models and, when associated limitations are well understood, to compare inter-model performance under similar conditions.

Entities:  

Keywords:  Brain model; CORA; finite element model; head injury; optimization; validation

Mesh：

Year:  2017        PMID： 28701050      PMCID： PMC5975353          DOI： 10.1080/10255842.2017.1340462

Source DB:  PubMed          Journal:  Comput Methods Biomech Biomed Engin        ISSN： 1025-5842            Impact factor:   1.763


  22 in total

1.  Motor vehicle crash-related subdural hematoma from real-world head impact data.

Authors:  Jillian E Urban; Christopher T Whitlow; Colston A Edgerton; Alexander K Powers; Joseph A Maldjian; Joel D Stitzel
Journal:  J Neurotrauma       Date:  2012-12-10       Impact factor: 5.269

2.  Consequences of head size following trauma to the human head.

Authors:  Svein Kleiven; Hans von Holst
Journal:  J Biomech       Date:  2002-02       Impact factor: 2.712

3.  An evaluation of objective rating methods for full-body finite element model comparison to PMHS tests.

Authors:  Nicholas A Vavalle; Benjamin C Jelen; Daniel P Moreno; Joel D Stitzel; F Scott Gayzik
Journal:  Traffic Inj Prev       Date:  2013       Impact factor: 1.491

4.  Development and validation of two subject-specific finite element models of human head against three cadaveric experiments.

Authors:  Kwong Ming Tse; Long Bin Tan; Shu Jin Lee; Siak Piang Lim; Heow Pueh Lee
Journal:  Int J Numer Method Biomed Eng       Date:  2013-11-05       Impact factor: 2.747

5.  Development of a finite element human head model partially validated with thirty five experimental cases.

Authors:  Haojie Mao; Liying Zhang; Binhui Jiang; Vinay V Genthikatti; Xin Jin; Feng Zhu; Rahul Makwana; Amandeep Gill; Gurdeep Jandir; Amrinder Singh; King H Yang
Journal:  J Biomech Eng       Date:  2013-11       Impact factor: 2.097

6.  Recent advances in brain injury research: a new human head model development and validation.

Authors:  L Zhang; K H Yang; R Dwarampudi; K Omori; T Li; K Chang; W N Hardy; T B Khalil; A I King
Journal:  Stapp Car Crash J       Date:  2001-11

7.  Investigation of Head Injury Mechanisms Using Neutral Density Technology and High-Speed Biplanar X-ray.

Authors:  W N Hardy; C D Foster; M J Mason; K H Yang; A I King; S Tashman
Journal:  Stapp Car Crash J       Date:  2001-11

8.  Application of a finite element model of the brain to study traumatic brain injury mechanisms in the rat.

Authors:  Haojie Mao; Liying Zhang; King H Yang; Albert I King
Journal:  Stapp Car Crash J       Date:  2006-11

9.  Correlation of an FE Model of the Human Head with Local Brain Motion--Consequences for Injury Prediction.

Authors:  Svein Kleiven; Warren N Hardy
Journal:  Stapp Car Crash J       Date:  2002-11

10.  Predictors for traumatic brain injuries evaluated through accident reconstructions.

Authors:  Svein Kleiven
Journal:  Stapp Car Crash J       Date:  2007-10
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  11 in total

1.  Evaluation of Brain Response during Head Impact in Youth Athletes Using an Anatomically Accurate Finite Element Model.

Authors:  Logan E Miller; Jillian E Urban; Mireille E Kelley; Alexander K Powers; Christopher T Whitlow; Joseph A Maldjian; Steven Rowson; Joel D Stitzel
Journal:  J Neurotrauma       Date:  2019-01-09       Impact factor: 5.269

2.  White Matter Anisotropy for Impact Simulation and Response Sampling in Traumatic Brain Injury.

Authors:  Wei Zhao; Songbai Ji
Journal:  J Neurotrauma       Date:  2018-08-10       Impact factor: 5.269

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.  Relationships between scalp, brain, and skull motion estimated using magnetic resonance elastography.

Authors:  Andrew A Badachhape; Ruth J Okamoto; Curtis L Johnson; Philip V Bayly
Journal:  J Biomech       Date:  2018-03-17       Impact factor: 2.712

5.  Material properties of the brain in injury-relevant conditions - Experiments and computational modeling.

Authors:  Wei Zhao; Bryan Choate; Songbai Ji
Journal:  J Mech Behav Biomed Mater       Date:  2018-02-06

6.  Design of 3D Additively Manufactured Hybrid Structures for Cranioplasty.

Authors:  Roberto De Santis; Teresa Russo; Julietta V Rau; Ida Papallo; Massimo Martorelli; Antonio Gloria
Journal:  Materials (Basel)       Date:  2021-01-02       Impact factor: 3.623

7.  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

8.  Evaluation and Validation of Thorax Model Responses: A Hierarchical Approach to Achieve High Biofidelity for Thoracic Musculoskeletal System.

Authors:  Wei Zeng; Sayak Mukherjee; Adrian Caudillo; Jason Forman; Matthew B Panzer
Journal:  Front Bioeng Biotechnol       Date:  2021-07-16

9.  Smoothed particle hydrodynamic modelling of the cerebrospinal fluid for brain biomechanics: Accuracy and stability.

Authors:  Harry Duckworth; David J Sharp; Mazdak Ghajari
Journal:  Int J Numer Method Biomed Eng       Date:  2021-02-09       Impact factor: 2.747

Review 10.  MR Imaging of Human Brain Mechanics In Vivo: New Measurements to Facilitate the Development of Computational Models of Brain Injury.

Authors:  Philip V Bayly; Ahmed Alshareef; Andrew K Knutsen; Kshitiz Upadhyay; Ruth J Okamoto; Aaron Carass; John A Butman; Dzung L Pham; Jerry L Prince; K T Ramesh; Curtis L Johnson
Journal:  Ann Biomed Eng       Date:  2021-07-01       Impact factor: 4.219
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