Evidence map›Paper›PMID 42215801›Full record

ArticleEmergency radiology2026

An in-house fabricated patient-specific pediatric head CT phantom for trauma-oriented emergency imaging: two-scanner validation and expert reader assessment.

Hamza Sekkat, Oussama El Mouden, Youssef Madkouri, Yasmina Berrada, Abdellah Khallouqi, Abdellah Halimi, Omar El Rhazouani

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Article in Emergency radiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Hamza SekkatSciences and Engineering of Biomedicals, Biophysics and Health Laboratory, Higher Institute of Health Sciences, Hassan First University, Settat, 26000, Morocco. sekkat.isss@uhp.ac.ma.ORCID http://orcid.org/0009-0005-1530-4837
Oussama El MoudenSciences and Engineering of Biomedicals, Biophysics and Health Laboratory, Higher Institute of Health Sciences, Hassan First University, Settat, 26000, Morocco.
Youssef MadkouriLaboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences, Ibn Tofail University, Kenitra, Morocco.
Yasmina BerradaFaculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco.
Abdellah KhallouqiSciences and Engineering of Biomedicals, Biophysics and Health Laboratory, Higher Institute of Health Sciences, Hassan First University, Settat, 26000, Morocco.
Abdellah HalimiSciences and Engineering of Biomedicals, Biophysics and Health Laboratory, Higher Institute of Health Sciences, Hassan First University, Settat, 26000, Morocco.
Omar El RhazouaniSciences and Engineering of Biomedicals, Biophysics and Health Laboratory, Higher Institute of Health Sciences, Hassan First University, Settat, 26000, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate an in-house newly fabricated patient-specific pediatric head CT phantom developed for trauma-oriented emergency imaging, with emphasis on multiplanar visual realism, cross-platform interpretability, and expert-reader assessment of diagnostic acceptability.

methodsA heterogeneous phantom was generated from an anonymized retrospective head CT dataset of a 5-year-old child and designed to preserve emergency-relevant osseous, aerated, orbital, and intracranial anatomy. A complex orbito-nasal midface trauma was incorporated as a trauma-mimicking feature. CT was performed on two clinical multidetector systems from different vendors: a 64-row GE Discovery CT750 HD and an 80-row Canon Aquilion RXL, each using routine pediatric head CT protocols. Ten radiologists independently reviewed axial, coronal, and sagittal reformations in bone and soft-tissue windows using a structured 20-item, 4-domain scoring framework.

resultsRepresentative multiplanar images showed preserved calvarial contour, skull-base and orbital anatomy, aerated sinonasal spaces, intracranial contour, falcine/midline anatomy, ventricular depiction, posterior fossa appearance, and visualization of the complex orbito-nasal midface trauma. Expert ratings were favorable on both scanners, with higher scores on Canon across all domains. Domain means on Canon versus GE were 4.38 versus 4.02 for osseous realism, 4.32 versus 4.00 for soft-tissue realism, 4.36 versus 4.18 for multiplanar interpretability, and 4.57 versus 4.10 for clinical utility. Overall composite scores were 4.38 on Canon and 4.07 on GE, paired domain-level differences showed higher mean scores for the Canon dataset in all domains, with the largest difference in clinical utility (+ 0.47).

conclusionThe phantom provided clinically recognizable, trauma-relevant pediatric emergency head CT appearances across multiplanar bone and soft-tissue review and was rated as realistic and diagnostically acceptable by expert readers, supporting its use in protocol evaluation, training, and observer-based emergency radiology research.

Indexed as

Emergency radiologyExpert reader assessmentMultiplanar CTPediatric head CT phantomTrauma-oriented imaging

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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.