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. 2018 Feb 11;18(2):556. doi: 10.3390/s18020556

Table 10.

Lesion classification performances of different frameworks.

Method AUC AC AP SE SP
AlexNet [46] 0.859 0.823 0.651 0.343 0.969
VGG-16 [47] 0.892 0.847 0.709 0.586 0.919
ResNet-50 [33] 0.873 0.723 0.690 0.845 0.694
ResNet-101 [33] 0.869 0.840 0.712 0.336 0.986
Inception-v3 [40] 0.800 0.800 0.564 0.355 0.933
LIN(Ours) 0.912 0.857 0.729 0.490 0.961