Evidence map›Paper›PMID 42244046›Full record

ArticleJournal of applied clinical medical physics2026

Development and validation of a 3D printed phantom for image quality assessment in fluoroscopy.

Túlio Guilherme Soares Marques, Diana Rodrigues de Pina

Abstract readValidation Study
In one paragraph

Article in Journal of applied clinical medical physics, 2026. 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
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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

2 authors.

Túlio Guilherme Soares MarquesInstitute of Bioscience, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-6852-2724
Diana Rodrigues de PinaDepartment of Tropical Diseases and Imaging Diagnosis, Faculty of Medicine of Botucatu, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-1967-1990

Funding

Brazilian National Council for Scientific and Technological Development 304992/2022-4São Paulo Research Foundation 2023/01156-6
6 · The paper itself

Abstract

backgroundLow-contrast detectability is a key image-quality parameter in fluoroscopy, directly influencing diagnostic accuracy and patient safety. Commercial phantoms such as the CDRAD provide reliable assessments but are costly and lack flexibility for routine use. PURPOSE: To develop and validate a low-cost 3D-printed phantom for fluoroscopy quality control, designed with low-contrast performance similar to the commercial reference standard CDRAD, and to offer a reproducible framework for clinical implementation. This represents an original and accessible strategy for systematic fluoroscopy image-quality assessment.

methodsThe proposed 3D-printed low-contrast phantom (hereafter referred to as the LC phantom) was modeled in a Computer-Aided Design (CAD) software and printed in polylactic acid (PLA) with 100% infill. It features a modular circular design adaptable to different fields of view. Quantitative validation included correlation between theoretical subject contrast (SC) and image-based contrast-to-noise ratio (CNR), with comparisons to the CDRAD under clinically representative beam qualities (65-100 kVp), using additional copper filtration to produce hardened X-ray spectra typical of fluoroscopic practice. Subjective comparison of both phantoms was performed through multicenter testing on four fluoroscopy systems (three mobile and one fixed).

resultsCNR increased consistently with hole depth for both phantoms across all beam qualities, with linear regression models yielding coefficients of determination (R

conclusionsThe proposed LC phantom is a practical and affordable tool for routine fluoroscopy image quality assessment. Its methodology can be adapted to different beam qualities and institutional protocols, supporting harmonized and accessible image-quality assessment in clinical practice.

Indexed as

Computer-Aided DesignImage Processing, Computer-AssistedPhantoms, ImagingPrinting, Three-DimensionalQuality Assurance, Health CareFluoroscopyHumansQuality ControlSoftware3D‐printed phantomfluoroscopyimage qualityinterventional radiologyquality control

Identifiers

PMID42244046
PMCPMC13238637

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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.