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. 2023 Aug 30;13(17):2811. doi: 10.3390/diagnostics13172811

Table 4.

Diagnostic accuracy measures for each method put to test. Within our analysis, breast ultrasonography showed the highest rate of false positives (46.02%) whereas bimanual palpation showed the highest rate of false negatives (69.12%). FPR: false positive rate, FNR: false negative rate, NPV: negative predictive value, PPV: positive predictive value.

Clinical Measurement FPR (%) FNR (%) Sensitivity
(%)
Specificity (%) NPV (%) PPV (%)
Physical examination 4.59% (5/109) 69.12% (47/68) 95.41%
(104/109)
30.89%
(21/68)
80.77%
(21/26)
68.87%
(104/151)
Ultrasonography 46.02% (52/113) 22.78% (18/79) 53.98%
(61/113)
77.22%
(61/79)
53.98%
(61/113)
77.22%
(61/79)
Mammogram 15.53% (16/103) 50.00% (30/60) 84.47%
(87/103)
50.00% (30/60) 65.22%
(30/46)
74.36%
(87/117)