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. 2021 Aug 10;11:16244. doi: 10.1038/s41598-021-95545-y

Table 2.

Quantitative comparison with benchmark methods.

Target Data type Aver. size (pixel) Precision Recall F-measure Jaccard
Proposed method HSIL WSIs 91257 41546 0.93 0.90 0.88 0.84
U-net19 HSIL WSIs 91257 41546 0.15 0.70 0.17 0.12
SegNet20 HSIL WSIs 91257 41546 0.26 0.88 0.27 0.23
Araújo et al.17 LSIL/ASCUS Image patches 1383 1036 0.66 0.72 0.69 0.53

The proposed method is significantly better than the benchmark approaches (p<0.0001).