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Image quality standards in digital mammography: A consensus statement
L Vandendaele1, P J De Visschere2, S Hendrickx2
1Department of Public Health and Primary Care, Ghent University, Corneel Heymanslaan 10, 5K3, 9000 Ghent, Belgium.
Radiography (London, England : 1995)
|April 17, 2026
Summary
This study developed a standardized mammogram quality checklist to reduce observer variability in screening programs. The tool ensures consistent interpretation of mammographic images for improved patient care.
Area of Science:
- Radiology
- Medical Imaging
- Quality Assurance
Background:
- Mammogram image quality assessment faces challenges due to inter- and intra-observer variability.
- This inconsistency impacts the reliability of quality assessments in screening programs.
Purpose of the Study:
- To establish a standardized framework for describing mammogram image quality.
- The goal is to reduce subjectivity and enhance observer consistency in quality assessments.
Main Methods:
- A scoping literature review identified 19 initial image quality criteria.
- A modified Delphi survey with 23 multidisciplinary experts refined these criteria.
- Consensus was reached through expert ranking and focus group discussions.
Main Results:
- Consensus was achieved on criteria including image identification, artifacts, uniformity, symmetry, contrast, radiation dose, and depiction of specific breast regions.
- Areas requiring further guidelines include additional/alternative images, compression force descriptions, and retake criteria for folds/air projections.
Conclusions:
- A checklist for mammogram image quality assessment was developed.
- The study provides cut-off values for good, suboptimal, and insufficient quality.
- A standardized tool is offered to improve mammographic image quality interpretation consistency in screening.
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