Evidence map›Paper›PMID 40960651›Full record

ArticleEmergency radiology2025

Establishment of the first National diagnostic reference levels by clinical indication for adult head computed tomography in morocco: A baseline study.

Youssef Madkouri, Hamza Sekkat, Abdellah Khallouqi

Abstract readMulticenter Study
PubMed Publisher
In one paragraph

Article in Emergency radiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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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

1 citing paper in PubMed.

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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.

Youssef MadkouriLaboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences, Ibn Tofail University, Kenitra, Morocco.
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
Abdellah KhallouqiSciences 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

purposeThe widespread and growing use of computed tomography (CT) in emergency care across Morocco has raised critical concerns about radiation safety, particularly in the absence of national Diagnostic Reference Levels (DRLs). Without DRLs tailored to specific clinical indications, it becomes difficult to identify unjustified dose variations and ensure safe practices. This study aims to establish Morocco's first national, clinical indication-based DRLs for adult head CT examinations, promoting radiation dose optimization and alignment with international safety standards.

methodsA retrospective multicenter analysis was performed on 1,299 adult head CT examinations across 20 Moroccan hospitals. Clinical indications were categorized into seven groups: stroke, acute neurological symptoms, post-contrast imaging (tumor/abscess), CT angiography, oncology planning, sinus and temporal bone imaging. Key parameters and dose metrics were extracted and the 75th percentile (third quartile) of volumetric CT dose index (CTDIvol) and dose-length product (DLP) distribution per indication was used to propose DRLs.

resultsDLP varied significantly across protocols (highest: oncology [1794.8 ± 128.8 mGy·cm]; lowest: temporal bone [398.4 ± 20.3 mGy·cm]). Geographic disparities emerged, with Agadir (2211 mGy·cm) and Al Hoceima (2204 mGy·cm) showing the highest doses versus Dakhla (790 mGy·cm). Stroke DLPs (880.7 ± 70.5 mGy·cm) were lower than some international benchmarks, reflecting protocol and regional differences in Moroccan practice.

conclusionThe study establishes the first set of national, indication-specific DRLs for adult head CT. These benchmarks provide a foundational tool for dose optimization, helping radiology departments evaluate current practices, reduce unnecessary exposure and promote compliance with international guidelines.

Indexed as

Diagnostic Reference LevelsHeadTomography, X-Ray ComputedAdultEmergency Service, HospitalFemaleHumansMaleMiddle AgedMoroccoRadiation DosageRetrospective StudiesDiagnostic reference levels (DRLs)Head computed tomographyMoroccoRadiation dose

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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.