Table 1. The detailed dataset used in this study.
Category | Training set | Validation set | Testing set | |||||
---|---|---|---|---|---|---|---|---|
Patients | Images | Patients | Images | Patients | Images | |||
NC | 2,760 | 5,144 | 394 | 744 | 812 | 1,545 | ||
LSIL | 998 | 2,058 | 143 | 290 | 270 | 568 | ||
HSIL | 1,378 | 3,115 | 204 | 463 | 384 | 880 | ||
Cancer | 135 | 333 | 12 | 34 | 40 | 102 | ||
Total | 5,271 | 10,650 | 753 | 1,531 | 1,506 | 3,095 |
NC, normal cervix; LSIL, low-grade squamous intraepithelial lesions; HSIL, high-grade squamous intraepithelial lesions.