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Updated: May 27, 2026

Clinical Imaging of Microwave Mammography
Published on: November 14, 2025
Mammographic interpretive volume and diagnostic mammogram interpretation performance in community practice
Sebastien Haneuse1, Diana S M Buist, Diana L Miglioretti
1Department of Biostatistics, Harvard School of Public Health, 677 Huntington Ave, Boston, MA 02115, USA. shaneuse@hsph.harvard.edu
Radiologist diagnostic mammography volume impacts cancer detection sensitivity and false-positive rates. Higher diagnostic volume and focus improve accuracy, suggesting tailored performance metrics are needed.
Area of Science:
- Radiology
- Medical Imaging
- Breast Cancer Screening
Background:
- Radiologist interpretive volume is a critical factor in diagnostic accuracy.
- Understanding the relationship between mammography volume and performance is essential for quality assurance.
- Existing regulations may not adequately differentiate between screening and diagnostic mammography volumes.
Purpose of the Study:
- To investigate the association between radiologist interpretive volume and diagnostic mammography performance.
- To analyze how different volume measures (annual diagnostic, screening, total, diagnostic focus) affect sensitivity and false-positive rates.
- To stratify analyses by imaging indication: additional imaging post-screening or evaluation of breast concerns.
Main Methods:
- Retrospective analysis of 117,136 diagnostic mammograms interpreted by 107 radiologists (2002-2006).
- Logistic regression used to assess the impact of four volume measures on sensitivity, false-positive rates, and cancer detection.
- Analyses stratified by indication: post-screening additional imaging versus breast concern evaluation.
Main Results:
- Diagnostic volume showed a significant association with sensitivity, peaking around 1000 mammograms annually.
- Diagnostic focus (percentage of diagnostic mammograms) was linked to false-positive rates, with optimal performance around 20% focus.
- Neither total interpretive volume nor screening volume consistently correlated with diagnostic performance metrics.
Conclusions:
- The relationship between interpretive volume and diagnostic mammography performance is complex and multifaceted.
- Diagnostic interpretive volume appears to be a key factor in establishing abnormality thresholds for diagnostic mammograms.
- Current volume regulations, which do not differentiate between screening and diagnostic mammography, may require revision.
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