Evidence map›Paper›PMID 41042433›Full record

ArticleBiomechanics and modeling in mechanobiology2025

An MRI-derived head-neck finite element model.

Hossein Bahreinizad, Gustavo M Paulon, Leonardo Wei, Suman K Chowdhury

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomechanics and modeling in mechanobiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Hossein BahreinizadDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA.
Gustavo M PaulonDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA.
Leonardo WeiDepartment of Industrial, Manufacturing and Systems Engineering, Texas Tech University, Lubbock, TX, USA.
Suman K ChowdhuryDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA. sk.chowdhury@ufl.edu.

Funding

National Science Foundation 2517026
6 · The paper itself

Abstract

This study aimed to develop and validate a magnetic resonance imaging (MRI)-derived biofidelic head-neck finite element (FE) model comprised of scalp, skull, CSF, brain, dura mater, pia mater, cervical vertebrae, and disks, 14 ligaments, and 42 neck muscles. We developed this model using head and neck MRI images of a healthy male participant and by implementing a novel brain hexahedral meshing algorithm and a scalp erosion model. The model was validated by replicating three experimental studies: Alshareef's brain sonomicrometry study, NBDL's high-acceleration profile, and Ito's frontal impact cervical vertebrae study. The results also showed that the segmented geometries of the model aligned closely with the literature data (within 3

Indexed as

Finite Element AnalysisHeadMagnetic Resonance ImagingModels, BiologicalNeckAdultBiomechanical PhenomenaComputer SimulationHumansMaleStress, MechanicalComputational biomechanicsFinite element methodImage processingNeck contributionSimulation and modelingTraumatic brain injury

Identifiers

PMID41042433
PMCPMC12618318

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.