ArticleEuropean radiology2023
Diagnostic radiology and its future: what do clinicians need and think?
Article in European radiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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.
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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
15 citing papers in PubMed.
- How do non-radiologist physicians read and use the radiology report? A French national survey.Insights into imaging · 2026Article
- AI knowledge, attitudes, perceptions, and willingness to use AI among oncologists in China: a nationwide cross-sectional study.BMC medical education · 2026Article
- Sensory Representation of Neural Networks Using Sound and Color for Medical Imaging Segmentation.Journal of imaging · 2025Article
- S2S: A deep learning method for the radiological diagnosis of fine-grained diseases spanning screening to subtyping.Patterns (New York, N.Y.) · 2025Article
- Gamification for emergency radiology education and image perception: stab the diagnosis.Journal of medical imaging (Bellingham, Wash.) · 2025Article
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- Increased individual workload for nuclear medicine physicians over the past years: 2008-2023 data from The Netherlands.Annals of nuclear medicine · 2025Article
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- Precision Metrics: A Narrative Review on Unlocking the Power of KPIs in Radiology for Enhanced Precision Medicine.Journal of personalized medicine · 2024Review
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- Drug provocation tests (DPTs) of contrast media: Useful or not useful? - A narrative review.The World Allergy Organization journal · 2024Review
- Evolving and Novel Applications of Artificial Intelligence in Thoracic Imaging.Diagnostics (Basel, Switzerland) · 2024Review
- How to prepare for a bright future of radiology in Europe.Insights into imaging · 2023Article
- Vision 2030 healthcare efficiency: Radiology no-shows at King Fahd Hospital of the University - Financial and operational burden.Journal of family & community medicineArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo investigate the view of clinicians on diagnostic radiology and its future.
methodsCorresponding authors who published in the New England Journal of Medicine and the Lancet between 2010 and 2022 were asked to participate in a survey about diagnostic radiology and its future.
resultsThe 331 participating clinicians gave a median score of 9 on a 0-10 point scale to the value of medical imaging in improving patient-relevant outcomes. 40.6%, 15.1%, 18.9%, and 9.5% of clinicians indicated to interpret more than half of radiography, ultrasonography, CT, and MRI examinations completely by themselves, without consulting a radiologist or reading the radiology report. Two hundred eighty-nine clinicians (87.3%) expected an increase in medical imaging utilization in the coming 10 years, whereas 9 clinicians (2.7%) expected a decrease. The need for diagnostic radiologists in the coming 10 years was expected to increase by 162 clinicians (48.9%), to remain stable by 85 clinicians (25.7%), and to decrease by 47 clinicians (14.2%). Two hundred clinicians (60.4%) expected that artificial intelligence (AI) will not make diagnostic radiologists redundant in the coming 10 years, whereas 54 clinicians (16.3%) thought the opposite.
conclusionClinicians who published in the New England Journal of Medicine or the Lancet attribute high value to medical imaging. They generally need radiologists for cross-sectional imaging interpretation, but for a considerable proportion of radiographs, their service is not required. Most expect medical imaging utilization and the need for diagnostic radiologists to increase in the foreseeable future, and do not expect AI to make radiologists redundant. CLINICAL RELEVANCE STATEMENT: The views of clinicians on radiology and its future may be used to determine how radiology should be practiced and be further developed. KEY POINTS: • Clinicians generally regard medical imaging as high-value care and expect to use more medical imaging in the future. • Clinicians mainly need radiologists for cross-sectional imaging interpretation while they interpret a substantial proportion of radiographs completely by themselves. • The majority of clinicians expects that the need for diagnostic radiologists will not decrease (half of them even expect that we need more) and does not believe that AI will replace radiologists.
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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.