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Effectiveness of computer-aided detection in community mammography practice.
- Source :
-
Journal of the National Cancer Institute [J Natl Cancer Inst] 2011 Aug 03; Vol. 103 (15), pp. 1152-61. Date of Electronic Publication: 2011 Jul 27. - Publication Year :
- 2011
-
Abstract
- Background: Computer-aided detection (CAD) is applied during screening mammography for millions of US women annually, although it is uncertain whether CAD improves breast cancer detection when used by community radiologists.<br />Methods: We investigated the association between CAD use during film-screen screening mammography and specificity, sensitivity, positive predictive value, cancer detection rates, and prognostic characteristics of breast cancers (stage, size, and node involvement). Records from 684 956 women who received more than 1.6 million film-screen mammograms at Breast Cancer Surveillance Consortium facilities in seven states in the United States from 1998 to 2006 were analyzed. We used random-effects logistic regression to estimate associations between CAD and specificity (true-negative examinations among women without breast cancer), sensitivity (true-positive examinations among women with breast cancer diagnosed within 1 year of mammography), and positive predictive value (breast cancer diagnosed after positive mammograms) while adjusting for mammography registry, patient age, time since previous mammography, breast density, use of hormone replacement therapy, and year of examination (1998-2002 vs 2003-2006). All statistical tests were two-sided.<br />Results: Of 90 total facilities, 25 (27.8%) adopted CAD and used it for an average of 27.5 study months. In adjusted analyses, CAD use was associated with statistically significantly lower specificity (OR = 0.87, 95% confidence interval [CI] = 0.85 to 0.89, P < .001) and positive predictive value (OR = 0.89, 95% CI = 0.80 to 0.99, P = .03). A non-statistically significant increase in overall sensitivity with CAD (OR = 1.06, 95% CI = 0.84 to 1.33, P = .62) was attributed to increased sensitivity for ductal carcinoma in situ (OR = 1.55, 95% CI = 0.83 to 2.91; P = .17), although sensitivity for invasive cancer was similar with or without CAD (OR = 0.96, 95% CI = 0.75 to 1.24; P = .77). CAD was not associated with higher breast cancer detection rates or more favorable stage, size, or lymph node status of invasive breast cancer.<br />Conclusion: CAD use during film-screen screening mammography in the United States is associated with decreased specificity but not with improvement in the detection rate or prognostic characteristics of invasive breast cancer.
- Subjects :
- Adult
Aged
Biopsy
Breast Neoplasms economics
Confounding Factors, Epidemiologic
Early Detection of Cancer
Female
Humans
Logistic Models
Medical Records
Middle Aged
Odds Ratio
Predictive Value of Tests
Preventive Health Services standards
Prognosis
Retrospective Studies
Risk Factors
Sensitivity and Specificity
United States
Breast Neoplasms diagnostic imaging
Breast Neoplasms prevention & control
Mammography economics
Mammography methods
Preventive Health Services methods
Radiographic Image Interpretation, Computer-Assisted
Subjects
Details
- Language :
- English
- ISSN :
- 1460-2105
- Volume :
- 103
- Issue :
- 15
- Database :
- MEDLINE
- Journal :
- Journal of the National Cancer Institute
- Publication Type :
- Academic Journal
- Accession number :
- 21795668
- Full Text :
- https://doi.org/10.1093/jnci/djr206