Comparison of three algorithms to measure breast density on mammograms in a population-based screening cohort
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By
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Jim Peters
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Daniëlle van der Waal
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Carla H. van Gils
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Mireille J. M. Broeders
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June 10, 2026
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Clinical Scorecard: Evaluation of Three Different Algorithms for Assessing Breast Density in Mammograms within a Population-Based Screening Group
At a Glance
| Category | Detail |
|---|
| Condition | |
| Key Mechanisms | |
| Target Population | Women aged 50–75 undergoing biennial mammography in the Dutch screening cohort. |
| Care Setting | |
Key Highlights
- Automated algorithms (Volpara, Quantra, iCAD) are being evaluated for consistency and accuracy, potentially impacting screening intervals.
Guideline-Based Recommendations
Diagnosis
Management
- Consider personalized screening strategies based on breast density, such as MRI for high-density cases.
Monitoring & Follow-up
Risks
Patient & Prescribing Data
Participants with high breast density may benefit from additional imaging, such as MRI or ultrasound.
Clinical Best Practices
- Utilize automated algorithms to improve consistency in breast density assessment, supported by recent studies.
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