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. Author manuscript; available in PMC: 2021 Nov 8.
Published before final editing as: IEEE Trans Image Process. 2020 May 8:10.1109/TIP.2020.2991530. doi: 10.1109/TIP.2020.2991530

TABLE III:

Quantitative results obtained from the different methods on the de novo labeled dataset. The best result is shown in bold. The individual C, A, and L values are listed parenthetically.

Methods AUC ROC AUC PR Max DC CAL (C, A, L)
SFAT [15] - - 0.559 0.328 (0.999, 0.664, 0.495)
MSMA [1] - - 0.644 0.409 (0.999, 0.713, 0.574)
VDGAN [3] 0.954 0.849 0.747 0.710 (0.981, 0.871, 0.832)
Prop. + UNet 0.958 0.852 0.756 0.726 (0.986, 0.881, 0.836)
Prop. + NestUNet 0.955 0.855 0.761 0.687 (0.983, 0.846, 0.825)
Prop. + GAN 0.951 0.861 0.768 0.732 (0.995, 0.879, 0.837)