Evidence map›Paper›PMID 42063898›Full record

ArticleInternational journal of biomaterials2026

Gelatin-Based Head Phantoms: A Practical Guide for Artificial Brain Signal Research.

Elif Nur Selçuk, Gökçenur Çakmak, Mustafa Reşit Usal

Abstract read
In one paragraph

Article in International journal of biomaterials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Elif Nur SelçukDepartment of Mechanical Engineering, Graduate School of Natural and Applied Sciences, Suleyman Demirel University, Isparta, Turkey, sdu.edu.tr.ORCID https://orcid.org/0000-0003-3799-4304
Gökçenur ÇakmakDepartment of Mechanical Engineering, Graduate School of Natural and Applied Sciences, Suleyman Demirel University, Isparta, Turkey, sdu.edu.tr.ORCID https://orcid.org/0000-0002-3315-4714
Mustafa Reşit UsalDepartment of Mechanical Engineering, Faculty of Engineering and Natural Sciences, Suleyman Demirel University, Isparta, Turkey, sdu.edu.tr.ORCID https://orcid.org/0000-0003-1823-4879

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The involvement of human subjects in the development of biomedical devices presents both ethical and practical challenges. Electroencephalography (EEG) signals exhibit interindividual variability and are subject to fluctuations induced by movement and emotional states. Hence, the fabrication of artificial tissues (phantoms) capable of accurately replicating human organs and tissues is of critical importance. The primary objective of this study was to create phantoms that accurately mimic the electrical conductivity of human head tissues. Methods: Phantom compositions were optimized to accomplish these objectives. This article details the fabrication and characterization of 116 tissue-mimicking rat head size phantoms (RHSPs) with diverse concentrations, mixing durations, volumes, and combinations of gelatin, salt, reduced graphene oxide (rGO) solution, silver nanopowder (Ag), graphite powder (Gr), polyvinyl alcohol (PVA) solution, sodium alginate (SA) solution, PVA/SA solutions, and potassium sorbate (KS), evaluated for their electrical conductivity properties using an LCR meter. Using the electrical conductivity values derived from the RHSP data, a regression equation was developed in Python, which was then employed to fabricate a human head phantom (HHP). Results: Conductive polymer-based phantoms with electrical conductivity and biological properties comparable to real cranial tissues were successfully developed, making them suitable for EEG electrode and cap applications. The developed HHP was powered by a signal generator, and artificial EEG brain waves were generated using the OpenBCI platform. Based on the acquired data, brain simulations were conducted using the low-resolution electromagnetic tomography (LORETA) program. The trials produced phantoms with electrical conductivity consistent with that of most tissues within the layers of the human skull. The study provides a framework for the economical and efficient fabrication of both single- and multilayer head phantoms.

Indexed as

artificial brain waveelectroencephalographytissue mimicking phantoms

Identifiers

PMID42063898
PMCPMC13126086

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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.