Evidence map›Paper›PMID 40871789›Full record

ArticleSensors (Basel, Switzerland)2025

Development of the Biofidelic Instrumented Neck Surrogate (BINS) with Tunable Stiffness and Embedded Kinematic Sensors for Application in Static Tests and Low-Energy Impacts.

Giuseppe Zullo, Elisa Baldoin, Leonardo Marin, Andrey Koptyug, Nicola Petrone

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

5 authors.

Giuseppe ZulloDepartment of Industrial Engineering, University of Padua, 35131 Padova, Italy.ORCID 0000-0002-0837-6489
Elisa BaldoinDepartment of Industrial Engineering, University of Padua, 35131 Padova, Italy.ORCID 0009-0004-6609-7279
Leonardo MarinDepartment of Mechanical Engineering, University of Utah, Salt Lake City, UT 84112, USA.ORCID 0009-0008-1775-9423
Andrey KoptyugDepartment of Quality and Mechanical Engineering, Mid Sweden University, 831 25 Östersund, Sweden.ORCID 0000-0003-2964-9500
Nicola PetroneDepartment of Industrial Engineering, University of Padua, 35131 Padova, Italy.ORCID 0000-0002-6638-484X

Funding

Regione del Veneto POR FESR 1.1.4 2020
6 · The paper itself

Abstract

Road accidents could result in severe or fatal neck injuries. A few surrogate necks are available to develop and test neck protectors as countermeasures, but each has its own limitations. The objective of this study was to develop a surrogate neck compatible with the Hybrid III dummy, focused on tunable flexural stiffness and integrated angular sensors for kinematic feedback during impact tests. The neck features six 3D-printed surrogate vertebral bodies interconnected by rubber surrogate discs, providing a baseline flexibility to the surrogate fundamental spinal units. An adjustable inner cable and elastic elements hooked on the sides of vertebral elements allow to increase the flexural stiffness of the surrogate and to simulate the asymmetric behavior of the human neck. Neck flexural angles and axial compression are measured using a novel system made of wires, pulleys, and rotary potentiometers embedded in the neck base. A motion capture system and a load cell were used to determine the bending and torsional stiffness of the neck and to calibrate the sensors. Results showed that the neck flexural stiffness can be tuned between 3.29 and 5.76 Nm/rad. Torsional stiffness was 1.01 Nm/rad and compression stiffness can be tuned from 39 to 193 N/mm. Sensor flexural angles were compared with motion capture angles, showing an RMSE error of 1.35° during static testing and of 3° during dynamic testing. The developed neck could be a viable tool for investigating neck braces from a kinematic and kinetic perspective due to its inbuilt sensing ability and its tunable stiffness.

Indexed as

NeckNeck InjuriesBiomechanical PhenomenaEquipment DesignHumansPrinting, Three-Dimensionalanthropomorphic test devicedummy neckimpact analysisinjury criterianeck braceneck injuryneck surrogate

Identifiers

PMID40871789
PMCPMC12390130

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.