Table 2. Detection rate of advanced findings by artificial intelligence algorithm*.
Fold | Detection rates for high-grade lesions (%) | Detection rates for the vaginal cervix (%) | Detection rates for other parts (%) | Total accuracy (%) |
---|---|---|---|---|
1 | 60.4 | 90.8 | 83.1 | 92.6 |
2 | 60.6 | 96.7 | 76.2 | 91.8 |
3 | 60.9 | 91.7 | 76.4 | 85.5 |
4 | 54.8 | 95.6 | 68.9 | 91.2 |
5 | 66.6 | 90.9 | 83.6 | 89.7 |
6 | 65.2 | 92.7 | 87.4 | 92.7 |
7 | 75.0 | 84.9 | 82.4 | 85.2 |
8 | 62.2 | 93.3 | 83.9 | 93.3 |
9 | 54.4 | 97.2 | 75.8 | 86.7 |
10 | 60.6 | 91.7 | 81.3 | 88.2 |
Average | 62.1 | 92.5 | 79.9 | 89.7 |
*Mean detection rate for dense acetowhite epithelium by artificial intelligence using a 10-fold segment cross-validation method.