Evidence map›Paper›PMID 41882232›Full record

ArticleEuropean radiology2026

Diagnostic reference levels in interventional neuroradiology: a scoping review.

Marvin Grech, Francis Zarb, Reuben Grech, Neville Calleja, Paul Bezzina

Abstract readScoping Review
In one paragraph

Article in European 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.

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

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

5 · Who and what money

Authors and funding

5 authors.

Marvin GrechFaculty of Health Sciences, University of Malta, Msida, Malta. marvin.grech.98@um.edu.mt.ORCID http://orcid.org/0009-0009-2931-236X
Francis ZarbFaculty of Health Sciences, University of Malta, Msida, Malta.
Reuben GrechFaculty of Medicine & Surgery, University of Malta, Msida, Malta.
Neville CallejaFaculty of Medicine & Surgery, University of Malta, Msida, Malta.
Paul BezzinaFaculty of Health Sciences, University of Malta, Msida, Malta.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo review the literature on diagnostic reference levels (DRLs) in interventional neuroradiology (INR), summarise reported dose values, and examine the methodologies used for their establishment. MATERIALS AND

methodsA scoping review was conducted using SCOPUS, Web of Science, PubMed, and ProQuest. Studies reporting DRLs for INR diagnostic procedures (cerebral angiography, (CA)) and therapeutic procedures (stroke thrombectomy, (ST); aneurysm coiling, (AC); arteriovenous malformation/fistula (AVM/AVF) embolisation) were included. Extracted data comprised dose metrics, sample size, percentile definition, procedure classification, and statistical approaches used for DRL derivation.

resultsThirty-nine studies reported DRLs for air kerma-area product (P

conclusionDRLs in INR show substantial variability, partly driven by methodological inconsistencies. Greater standardisation of DRL derivation and reporting is needed to support harmonisation and optimisation. KEY POINTS: Question How does the lack of international consensus on interventional neuroradiology (INR) diagnostic reference levels (DRLs), alongside inconsistent reporting, hinder benchmarking, optimisation, and radiation protection? Findings DRLs are reported for major INR procedures, but vary widely across studies and procedure types. Clinical relevance Differences in dose metrics, procedure classification, and data collection hinder comparison and benchmarking between centres. Standardised methods and harmonised reporting are crucial for effective dose optimisation and radiation protection in INR. Consistency in deriving DRLs would enable reliable benchmarking and support future registry-based initiatives.

Indexed as

NeuroradiographyRadiography, InterventionalDiagnostic Reference LevelsHumansRadiation DosageAir kerma-area productDiagnostic reference levelsFluoroscopy timeInterventional neuroradiologyReference air kerma

Identifiers

PMID41882232
PMCPMC13342147

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.