ArticleInsights into imaging2025
Guidelines and recommendations for radiologist staffing, education and training.
Article in Insights into imaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.
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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.
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Who cites it
14 citing papers in PubMed.
- Radiology residency across Europe: a fragmented yet converging path.Insights into imaging · 2026Article
- Burnout and Associated Risk Factors a Cross-Sectional Study Among Staff of Radiology Clinics in Slovakia.Healthcare (Basel, Switzerland) · 2026Article
- From volume to value: leveraging artificial intelligence and deliberate practice to foster precision learning in radiology.Pediatric radiology · 2026Review
- Artificial intelligence in paediatric neuroradiology: current landscape, challenges, and future directions.Pediatric radiology · 2026Review
- Evolution of practice and radiologist shortage in an Irish medical imaging department at a tertiary referral centre.Irish journal of medical science · 2026Article
- Cascade mentoring: a proposal for transforming radiology education in line with the European training curriculum.Insights into imaging · 2026Review
- Diagnostic performance and confidence of an optimized deep-learning algorithm for the detection of intracranial hemorrhages.Insights into imaging · 2026Article
- Article
- Radiologist workforce challenges and the burden of image interpretation in Ghana: Perspectives of frontline doctors and implications for healthcare delivery.PLOS global public health · 2026Article
- Guidelines and recommendations for radiographer staffing from the EU-REST project.Insights into imaging · 2025Article
- Technical requirements and optimization strategies for home-based teleradiology workstations: a review article.Insights into imaging · 2025Review
- Entrustable professional activities in Finnish radiology training: a national survey.Insights into imaging · 2025Article
- Current status of radiologist staffing, education and training in the 27 EU Member States.Insights into imaging · 2025Article
- A project to define standards for radiology staffing, education and training across the European Union.Insights into imaging · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This article outlines the radiology-related staffing and education/training guidelines and recommendations developed by the European Commission-funded EU-REST (European Union Radiation, Education, Staffing & Training) project. The radiologist consortium partners propose the use of hour of machine/system/activity as the basic unit to calculate radiologist staffing needs. Education and training recommendations for radiologists include establishing 5 years as the standard duration of specialty training in radiology and establishing the ESR European Training Curriculum for Radiology as the European-wide standard. General recommendations for all professional groups include the maintenance of a central registry for each professional group and for relevant equipment, by each EU Member State, mandated CPD including techniques and knowledge relevant to each professional group, adoption vs adaptation of the project's recommendations. CRITICAL RELEVANCE STATEMENT: The radiology-related staffing and education/training guidelines and recommendations developed by the EU-REST project propose a novel approach to calculate radiologist staffing numbers and provide recommendations regarding radiology education and training as well as general recommendations for all professional groups covered by the project. KEY POINTS: The pros and cons of taking population, workload, equipment or bed availability numbers as parameters to calculate radiology workforce are described. The reasons why these parameters are not suitable to calculate radiologist staffing needs are explained. The proposed use of hour of machine/system/activity as the basic unit to calculate radiologist staffing needs allows for establishing an adaptable and scalable guideline. Education and training recommendations for radiologists and non-profession-specific recommendations are summarised.
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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.