ReviewCureus2026
Diagnostic Excellence, Imaging Stewardship, and Re-establishing the Value Proposition in Radiology: A Look Back and a Way Forward.
Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- A Simulation-Based Diagnostic Stewardship Framework for Imaging Utilization in Primary Care: A Model Using 100 Common Clinical Conditions.Diagnostics (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Historically, imaging was used to test specific clinical hypotheses and reduce diagnostic uncertainty by clarifying, narrowing, and prioritizing differential diagnoses. Advanced imaging, such as CT and MRI, was used judiciously owing to concerns about high costs and, in the case of CT scanning, the need to limit patients' exposure to ionizing radiation. But times have changed: the threshold for ordering imaging tests is now substantially lower, and as a result, a high - and growing - volume of low-value imaging is performed, often without any particular clinical or diagnostic hypothesis in mind. Several factors are contributing to this excess demand. Perhaps chief among them is a psychological discomfort with diagnostic uncertainty and a higher tolerance for low-value imaging. Other factors include perceived medicolegal risk and the widespread expectation that physicians exhaustively investigate all incidental findings. These factors are effectively changing the role of diagnostic imaging in ways that far exceed its original mandate of answering specific clinical questions. In this manuscript, we discuss these factors, review the value proposition of imaging, and attempt to place its use in the context of diagnostic excellence. We also discuss methods to curb increasing overutilization.
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.