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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 IV.

Effect of transverse/multi-view slicing on the performance of 2D CNN models: p-values of pairwise compared ROCS between models using the transverse plane and the multi-view plane

Comparison Method Training Method Small Input Size Middle Input Size Large Input Size Fusion
2D slice image scratch 0.896 0.229 0.037 0.378
fine-tune 0.040 0.005 <0.001 0.006