Radiology · 2001 · 754 citations · 11 references
MedicineRadiologyCancer ScreeningDiagnostic ImagingDiagnostic RadiologyBreast ImagingCancer DetectionCancer DiagnosisCancer Early DetectionEarly Cancer DetectionTumor DetectionBreast Biopsy InterpretationBreast Screening AccuracyBreast Screening Recall AssessmentComputer-aided DetectionPositive Predictive ValueScreening MammographyScreening Performance MetricsTumor Detection In Mammography
The study prospectively evaluated how computer‑aided detection (CAD) affects interpretation of screening mammograms in a community breast center. Over 12 months, 12,860 screening mammograms were first read without CAD and then re‑evaluated with CAD markings, with data collected on recall rate, biopsy PPV, cancer detection rate, and stage at detection. CAD increased recall from 6.5% to 7.7%, did not alter biopsy PPV (38%), raised cancer detection by 19.5%, and increased early‑stage malignancy detection from 73% to 78%, demonstrating improved early‑stage detection without compromising recall or PPV.
PURPOSE: To prospectively assess the effect of computer-aided detection (CAD) on the interpretation of screening mammograms in a community breast center. MATERIALS AND METHODS: Over a 12-month period, 12,860 screening mammograms were interpreted with the assistance of a CAD system. Each mammogram was initially interpreted without the assistance of CAD, followed immediately by a reevaluation of areas marked by the CAD system. Data were recorded to measure the effect of CAD on the recall rate, positive predictive value for biopsy, cancer detection rate, and stage of malignancies at detection. RESULTS: When comparing the radiologist’s performance without CAD with that when CAD was used, the authors observed the following: (a) an increase in recall rate from 6.5% to 7.7%, (b) no change in the positive predictive value for biopsy at 38%, (c) a 19.5% increase in the number of cancers detected, and (d) an increase in the proportion of early-stage (0 and I) malignancies detected from 73% to 78%. CONCLUSION: The use of CAD in the interpretation of screening mammograms can increase the detection of early-stage malignancies without undue effect on the recall rate or positive predictive value for biopsy.
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Analysis of cancers missed at screening mammography.
Richard E. Bird, Terry Wallace, Bonnie C. Yankaskas · Radiology · 1992 · 820 citations
Computer-aided mammographic screening for spiculated lesions.
W. Philip Kegelmeyer, J M Pruneda, PHILIP D. BOURLAND et al. · Radiology · 1994 · 278 citations