Bana, A., Grafton-Clarke, C., Li, R. orcid.org/0000-0003-0006-818X et al. (12 more authors) (2026) Determinants of image quality in transthoracic echocardiography: a retrospective cohort study. JRSM Cardiovascular Disease, 15. ISSN: 2048-0040
Abstract
Objectives
To identify patient factors associated with poor transthoracic echocardiographic image quality and to evaluate whether a simple pre-test triage model could improve imaging efficiency.
Design
Retrospective cohort study with derivation and independent validation cohorts, together with a model-based cost-effectiveness analysis.
Setting
Single large UK tertiary centre using routinely collected data from 2010 to 2020.
Participants
70,597 adult transthoracic echocardiograms, divided into a derivation cohort (n = 40,000) and an independent validation cohort (n = 30,597).
Main outcome measures
Poor image quality (limited or non-diagnostic vs good or adequate), model discrimination, sensitivity, specificity and comparative imaging costs.
Results
Of 70,597 studies, 24,213 (34.3%) were poor quality, including 8582 (12.2%) non-diagnostic and 15,631 (22.1%) limited studies. Lung disease was the strongest predictor (OR 2.04, 95% CI 1.59 to 2.61), followed by suspected heart failure, inpatient status, arrhythmia, prior cardiac surgery and permanent pacemaker (all p < 0.01). Validation performance was modest (AUC 0.58; sensitivity 67.3%; specificity 45.7%). In a model-guided simulation using 2024/25 NHS tariffs, total imaging costs were lower than with standard care (£11.85 million vs £12.16 million), yielding an estimated saving of £317,331.
Conclusions
Several routinely available clinical factors influence transthoracic echocardiographic image quality. Although individual-level prediction is modest, pre-test triage may help direct higher-risk patients to contrast echocardiography or alternative imaging, reducing repeat testing and improving efficiency.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © The Author(s) 2026. This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page. https://creativecommons.org/licenses/by/4.0/ |
| Keywords: | Echocardiography; cost-benefit analysis; health care costs; image quality |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > Department of Infection, Immunity and Cardiovascular Disease |
| Date Deposited: | 07 May 2026 15:00 |
| Last Modified: | 07 May 2026 15:00 |
| Status: | Published |
| Publisher: | SAGE Publications |
| Refereed: | Yes |
| Identification Number: | 10.1177/20480040261445490 |
| Related URLs: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:240868 |

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