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. Author manuscript; available in PMC: 2022 Dec 1.
Published in final edited form as: IEEE Trans Med Imaging. 2021 Nov 30;40(12):3867–3878. doi: 10.1109/TMI.2021.3099509

TABLE V:

Effects of loss functions on the performance of 3D faster R-CNN. FPs and FNs are not taken into account when calculating the mean and standard deviation.

Classification Loss
 Regression Loss
naïve CE class-balanced CE MSE MAE
Accuracy (mm) 2.31 ± 1.14 2.34 ± 1.31 2.35 ± 1.22 2.34 ± 1.31
#FPs/#FNs 13/65 11/20 9/32 11/20