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. 2022 Jan 29;12(2):344. doi: 10.3390/diagnostics12020344

Table 6.

Paired samples test for preprocessing effect using HAM10000 dataset.

Variable Mean Std. Err. Std. dev. [95% CI] t-value df Sig a
Accuracy Pair 1 Without preprocessing 0.910 0.001 0.105 0.908–0.912 4.765 10,014 0.000
With artifact removal 0.909 0.001 0.106 0.907–0.911
Pair 2 Without preprocessing 0.910 0.001 0.105 0.908–0.912 −0.7440 10,014 0.000
With image enhancement 0.914 0.001 0.103 0.912–0.916
Dice Pair 3 Without preprocessing 0.824 0.002 0.153 0.821–0.827 6.339 10,014 0.000
With artifact removal 0.821 0.002 0.157 0.818–0.824
Pair 4 Without preprocessing 0.824 0.002 0.153 0.821–0.827 3.801 10,014 0.000
Without preprocessing 0.820 0.002 0.169 0.817–0.823

Std. Err. = standard error; Std dev. = standard deviation; Sig = significance; a (2-tailed); CI = confidence interval; df = degrees of freedom.