Table 6. Comparison with colposcopists.
Task | Model | Accuracy | Sensitivity | Specificity | PPV | NPV |
---|---|---|---|---|---|---|
NC vs. LSIL+ | CAD | 0.883 (0.841–0.917) | 0.954 (0.904–0.983) | 0.827 (0.762–0.881) | 0.812 (0.742–0.871) | 0.959 (0.912–0.985) |
Senior | 0.857 (0.812–0.894) | 0.924 (0.865–0.963) | 0.803 (0.735–0.861) | 0.787 (0.714–0.849) | 0.931 (0.877–0.966) | |
Junior | 0.750 (0.697–0.798) | 0.886 (0.819–0.935) | 0.642 (0.565–0.715) | 0.661 (0.586–0.730) | 0.878 (0.807–0.930) | |
HSIL– vs. HSIL+ | CAD | 0.810 (0.761–0.853) | 0.828 (0.732–0.900) | 0.803 (0.743–0.854) | 0.632 (0.536–0.720) | 0.919 (0.870–0.954) |
Senior | 0.833 (0.786–0.874) | 0.448 (0.341–0.559) | 0.991 (0.966–0.999) | 0.951 (0.835–0.994) | 0.814 (0.762–0.860) | |
Junior | 0.757 (0.704–0.804) | 0.195 (0.118– 0.294) | 0.986 (0.959–0.997) | 0.850 (0.621–0.968) | 0.750 (0.695–0.799) |
Data were presented with 95% CIs. CAD, computer aided diagnosis; NC, normal cervix; LSIL, low-grade squamous intraepithelial lesions; HSIL, high-grade squamous intraepithelial lesions; PPV, positive predictive value; NPV, negative predictive value; CI, confidence interval.