. 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 II.

Performance of each CNN model measured by AUC

Comparison Method	Training Method	Small Input Size	Middle Input Size	Large Input Size	Fusion
2D slice image transverse plane	scratch	0.703	0.687	0.649	0.712
2D slice image transverse plane	fine-tune	0.739	0.721	0.642	0.766
2D slice image multi-view plane	scratch	0.711	0.722	0.721	0.733
2D slice image multi-view plane	fine-tune	0.808	0.821	0.806	0.838
3D volume image[19]	scratch	0.753	0.784	0.774	0.809