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. Author manuscript; available in PMC: 2020 Sep 18.
Published in final edited form as: IEEE Access. 2019 May 13;7:64583–64591. doi: 10.1109/access.2019.2916557

TABLE III.

Effect of input size on CNN performance: p-values of pairwise compared ROCS between models using a single input size (small/middle/large) and their fusion

Comparison Method Training Method Small Input Size Middle Input Size Large Input Size
2D slice image transverse plane scratch 0.414 0.045 0.008
fine-tune 0.161 0.078 <0.001
2D slice image multi-view plane scratch 0.196 0.410 0.155
fine-tune 0.093 0.156 0.077
3D volume image scratch 0.033 0.112 0.115