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. 2022 Aug 25;10:981019. doi: 10.3389/fpubh.2022.981019

Table 1.

Minimum, maximum, and mean values with a standard deviation of evaluation metrics for three models.

CNN Model DSC Jaccard index Accuracy Recall Precision Specificity
min max Mean ±std min max Mean ±std min max Mean ±std min max Mean ±std min max Mean ±std min max Mean ±std
SegNet 0.6492 0.8884 0.7651 ± 0.0401 0.4806 0.7992 0.6195 ± 0.0453 0.7524 0.9286 0.8455 ± 0.025 0.3261 0.7981 0.7486 ± 0.301 0.4813 0.8351 0.6519 ± 0.055 0.5824 0.8621 0.6891 ± 0.045
FCN 0.7106 0.9279 0.8386 ± 0.0342 0.5511 0.8654 0.7221 ± 0.0412 0.8627 0.9705 0.9193 ± 0.019 0.4568 0.9872 0.9649 ± 0.174 0.6013 0.8041 0.7238 ± 0.043 0.6871 0.8877 0.7891 ± 0.044
Mask
R-CNN
0.7567 0.9958 0.8831 ± 0.0356 0.6086 0.9916 0.7907 ± 0.0401 0.8903 0.9981 0.9457 ± 0.018 0.509 0.9910 0.9681 ± 0.216 0.6321 0.8182 0.7937 ± 0.031 0.7056 0.9021 0.8157 ± 0.033