Table 6 Model accuracy comparison with existing researches with proposed OvCan-FIND model.

From: An enhanced deep learning model for accurate classification of ovarian cancer from histopathological images

Author

Algorithm

Test accuracy

Precision

Recall

F1 score

7

CNN

93%

93%

93%

94%

27

UNet

95.7%

-

-

-

30

YOLO v5

95%

99%

96%

97.5%

Proposed model

OvCan-FIND

99.74%

99.68%

99.56%

99%

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