ArticleData in brief2023
Mechanical characterization data of polyacrylamide hydrogel formulations and 3D printed PLA for application in human head phantoms.
Article in Data in brief, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
Who cites it
3 citing papers in PubMed.
- Acoustic Detection of Intracranial Cavitation Induced by Blunt Impacts in Polyacrylamide Human Head Models Across Varying Orientations.Annals of biomedical engineering · 2026Article
- Biomimetic Phantoms in X-Ray-Based Radiotherapy Research: A Narrative Review.Biomimetics (Basel, Switzerland) · 2025Review
- Simultaneous High-Frame-Rate Acoustic Plane-Wave and Optical Imaging of Intracranial Cavitation in Polyacrylamide Brain Phantoms during Blunt Force Impact.Bioengineering (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To study human traumatic brain injury (TBI) mechanics, a realistic surrogate must be developed for testing in impact experiments. In this data brief, materials used to simulate brain tissue and skull are characterized for application in a full-scale human head phantom. Polyacrylamide hydrogels are implemented as tissue scaffolds and tissue mimics because they are bioinert and tunable. These properties make them ideal for use as brain tissue in studies that simulate head impacts. The objective is to modify hydrogel formulations to have minimal swelling and optical clarity while maintaining properties that mimic brain tissue, such as density, viscoelastic properties, and rheological properties. Secondly, polylactic acid (PLA) polymers are 3D printed to create biomimetic skulls to enclose the hydrogel brain tissue mimic or brain phantom. PLA samples are printed and tested to determine their mechanical strength with the intention of roughly matching human skull properties. Hydrogel data was obtained with an oscillatory rheometer, while PLA samples were tested using a mechanical tester with a 3-point bend setup. The present data brief highlights several hydrogel formulations and compares them to identify the benefits of each formula and reports mechanical values of 3D printed PLA samples with 100% grid infill patterns applied in a skull model.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.