Diagnostic accuracy of digital screening mammography with and without computer-aided detection

Constance D. Lehman, Robert D. Wellman, Diana S M Buist, Karla Kerlikowske, Anna N A Tosteson, Diana L Miglioretti

Research output: Contribution to journalArticlepeer-review

252 Scopus citations


IMPORTANCE After the US Food and Drug Administration (FDA) approved computer-aided detection (CAD) for mammography in 1998, and the Centers for Medicare and Medicaid Services (CMS) provided increased payment in 2002, CAD technology disseminated rapidly. Despite sparse evidence that CAD improves accuracy of mammographic interpretations and costs over 400 million a year, CAD is currently used for most screening mammograms in the United States. OBJECTIVE To measure performance of digital screening mammography with and without CAD in US community practice. DESIGN, SETTING, AND PARTICIPANTS We compared the accuracy of digital screening mammography interpreted with (n = 495 818) vs without (n = 129 807) CAD from 2003 through 2009 in 323 973 women. Mammograms were interpreted by 271 radiologists from 66 facilities in the Breast Cancer Surveillance Consortium. Linkage with tumor registries identified 3159 breast cancers in 323 973 women within 1 year of the screening. MAIN OUTCOMES AND MEASURES Mammography performance (sensitivity, specificity, and screen-detected and interval cancers per 1000 women) was modeled using logistic regression with radiologist-specific random effects to account for correlation among examinations interpreted by the same radiologist, adjusting for patient age, race/ethnicity, time since prior mammogram, examination year, and registry. Conditional logistic regression was used to compare performance among 107 radiologists who interpreted mammograms both with and without CAD. RESULTS Screening performance was not improved with CAD on anymetric assessed. Mammography sensitivity was 85.3%(95%CI, 83.6%-86.9%) with and 87.3%(95%CI, 84.5%-89.7%) without CAD. Specificity was 91.6%(95%CI, 91.0%-92.2%) with and 91.4% (95%CI, 90.6%-92.0%) without CAD. There was no difference in cancer detection rate (4.1 in 1000 women screened with and without CAD). Computer-aided detection did not improve intraradiologist performance. Sensitivity was significantly decreased for mammograms interpreted with vs without CAD in the subset of radiologists who interpreted both with and without CAD (odds ratio, 0.53; 95%CI, 0.29-0.97). CONCLUSIONS AND RELEVANCE Computer-aided detection does not improve diagnostic accuracy of mammography. These results suggest that insurers pay more for CAD with no established benefit to women.

Original languageEnglish (US)
Pages (from-to)1828-1837
Number of pages10
JournalJAMA Internal Medicine
Issue number11
StatePublished - Nov 1 2015
Externally publishedYes

ASJC Scopus subject areas

  • Internal Medicine


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