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. 2017 Oct 17;31(4):415–424. doi: 10.1007/s10278-017-0028-9

Table 5.

Classification-based accuracy comparisons between experimental sets. The scheme for calculating the accuracy for each classifier was the same as that indicated in Table 2

Study Classification accuracy (%) Improvement (%) Accuracy degradation rate (%)
SVM p value CNN p value SVM CNN p value
intrascanner set 89.53 ± 2.15 < 0.001 96.09 ± 1.41 < 0.001 6.56 1.61 ± 6.04 0.99 ± 5.40 0.03
integrated scanner set 88.07 ± 1.63 95.12 ± 1.91 7.05
< 0.001 < 0.001 12.37 ± 9.51 9.98 ± 6.76 < 0.001
interscanner set 77.14 ± 3.25 85.59 ± 2.17 8.45