. Author manuscript; available in PMC: 2020 Mar 11.

Published in final edited form as: IEEE Trans Med Imaging. 2019 Aug 13;39(3):753–763. doi: 10.1109/TMI.2019.2935018

TABLE III.

Quantitative evaluation of different training strategies on PROMISE12 challenge dataset.

Strategy	DSC [%]	P-Value
Target domain training only	88.76	0.00988
Direct mixing of source and target domains	87.78	0.01011
Mixing after resampling source domain data	89.81	0.00070
Fine-tuning after training in source domain	89.34	0.00192
Fine-tuning after training with resampling	89.68	0.00038
Domain adaptive network with cross entropy	90.38	0.00852
BOWDA-Net	92.54	———