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. 2021 Nov 28;11(2):520–529. doi: 10.1002/cam4.4460

TABLE 1.

Number of images used for machine learning for each CNN algorithm

Bethesda classification Number of cases YOLOv4 datasets ResNeSt datasets
Training datasets Post data augmentation Validation datasets Test datasets Training datasets Post data augmentation Validation datasets Test datasets
NILM 26 0 0 0 100 118 4248 30 26
ASC‐US 35 104 3744 22 22 121 4356 32 26
LSIL 33 123 4428 26 26 114 4104 29 25
ASC‐H 29 138 4968 29 29 131 4716 34 28
HSIL 24 119 4284 26 26 201 7236 51 44
SCC 14 91 3276 19 19 267 9612 68 58