ArticleInsights into imaging2021
Value-based radiology: what is the ESR doing, and what should we do in the future?
Article in Insights into imaging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- AI for IMPACTS Framework for Evaluating the Long-Term Real-World Impacts of AI-Powered Clinician Tools: Systematic Review and Narrative Synthesis.Journal of medical Internet research · 2025Pooled it
- Association between radiological CDSS availability and quality of imaging referrals graded using RI-RADS.iScience · 2026Article
- Optimizing efficiency in CT services: a data-driven approach using action logs from the radiology information system.Japanese journal of radiology · 2026Article
- Mapping outcomes in randomised radiology trials: Protocol for a scoping review.Acta radiologica open · 2026Article
- Review
- Guidelines and recommendations for radiologist staffing, education and training.Insights into imaging · 2025Article
- Fifteen years and counting: looking towards the future.Insights into imaging · 2025Article
- Impact of AI on radiology: a EuroAIM/EuSoMII 2024 survey among members of the European Society of Radiology.Insights into imaging · 2024Article
- Radiology AI Deployment and Assessment Rubric (RADAR) to bring value-based AI into radiological practice.Insights into imaging · 2024Article
- Avoiding adverse events in interventional radiology - a systematic review on the instruments.CVIR endovascular · 2024Review
- ESR paper on structured reporting in radiology-update 2023.Insights into imaging · 2023Article
- Critical Appraisal of Artificial Intelligence-Enabled Imaging Tools Using the Levels of Evidence System.AJNR. American journal of neuroradiology · 2023Article
- The role of radiologist in the changing world of healthcare: a White Paper of the European Society of Radiology (ESR).Insights into imaging · 2022Article
- Patient Comfort in Modern Computed Tomography: What Really Counts.Tomography (Ann Arbor, Mich.) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Value-based radiology (VBR) is rapidly gaining ground as a means of considering the input of radiology practice into individual and societal healthcare, and represents a welcome move away from older metrics focused on counting studies performed, without consideration of whether these studies contributed positively to patient management or to society as a whole. Intrinsic to the process of considering whether radiology activity confers value is recognising the breadth of involvement of radiology in healthcare delivery; previous ESR and multi-society publications have explored this, and have sought to highlight the many ways in which our specialty contributes to patient welfare. This paper is intended to highlight some current ESR activities which already contribute substantially to value creation and delivery, and to outline a selection of practical steps which could be taken by the ESR in the future to enhance value.Patient summaryValue-based radiology (VBR) is a conceptual means of looking at the benefits conferred on patients and on society as a whole by provision of radiology services, as opposed to older means of counting numbers of radiology studies performed, without consideration of whether or not those studies contributed overall value. VBR will become increasingly important in the future as a means of determining resources. The ESR has been a leader in advancing VBR concepts and educating radiologists about this novel way of looking at what we do. This paper is designed to highlight current ESR activities which contribute value to healthcare, and to consider other ways in which the ESR could potentially support value enhancement in the future.
Indexed as
Identifiers
What OpenQuestion holds
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.