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N Engl J Med. 2007 Apr 5;356(14):1399-409.
Influence of computer-aided detection on performance of
screening mammography. Fenton JJ, Taplin SH, Carney PA, Abraham L, Sickles EA, D'Orsi
C, Berns EA, Cutter G, Hendrick RE, Barlow WE, Elmore JG.
University of California, Davis, Sacramento, USA. joshua.fenton@ucdmc.ucdavis.edu
Background:
Computer-aided detection identifies suspicious
findings on mammograms to assist radiologists. Since the Food
and Drug Administration approved the technology in 1998, it has
been disseminated into practice, but its effect on the accuracy
of interpretation is unclear.
Methods:
We determined the
association between the use of computer-aided detection at
mammography facilities and the performance of screening
mammography from 1998 through 2002 at 43 facilities in three
states. We had complete data for 222,135 women (a total of
429,345 mammograms), including 2351 women who received a
diagnosis of breast cancer within 1 year after screening. We
calculated the specificity, sensitivity, and positive predictive
value of screening mammography with and without computer-aided
detection, as well as the rates of biopsy and breast-cancer
detection and the overall accuracy, measured as the area under
the receiver-operating-characteristic (ROC) curve.
Results:
Seven facilities (16%) implemented computer-aided detection
during the study period. Diagnostic specificity decreased from
90.2% before implementation to 87.2% after implementation
(P<0.001), the positive predictive value decreased from 4.1% to
3.2% (P=0.01), and the rate of biopsy increased by 19.7%
(P<0.001). The increase in sensitivity from 80.4% before
implementation of computer-aided detection to 84.0% after
implementation was not significant (P=0.32). The change in the
cancer-detection rate (including invasive breast cancers and
ductal carcinomas in situ) was not significant (4.15 cases per
1000 screening mammograms before implementation and 4.20 cases
after implementation, P=0.90). Analyses of data from all 43
facilities showed that the use of computer-aided detection was
associated with significantly lower overall accuracy than was
nonuse (area under the ROC curve, 0.871 vs. 0.919; P=0.005).
Conclusions:
The use of computer-aided detection is associated
with reduced accuracy of interpretation of screening mammograms.
The increased rate of biopsy with the use of computer-aided
detection is not clearly associated with improved detection of
invasive breast cancer.

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