. Author manuscript; available in PMC: 2021 Aug 1.

Published in final edited form as: IEEE Trans Med Imaging. 2021 Feb 2;40(2):699–711. doi: 10.1109/TMI.2020.3035253

Table VII.

Comparison Experiment on Channel Attention-Based Networks For Fetal Mri Segmentation. ENC, DEC, AND Enc&Dec Means the Channel Attention Blocks Are Located in the Encoder, Decoder and Both Encoder and Decoder, Respectively

Network	P_max	Para	Placenta		Fetal Brain
Network	P_max	Para	Dice(%)	ASSD(pix)	Dice(%)	ASSD(pix)
Baseline	-	1.9M	84.79±8.45	0.77±0.95	93.20±5.96	0.38±0.92
C-A(Enc)	×	2.7M	85.42±6.46	0.51±0.32	95.42±2.24	0.36±0.24
C-A(Enc)	√	2.7M	86.12±7.00	0.50±0.44	95.60±3.30	0.31±0.36
C-A(Dec)	×	2.7M	86.17±5.70	0.44±0.29	95.61±3.69	0.33±0.42
C-A(Dec)	√	2.7M	86.65±5.99	0.52±0.40	95.69±2.66	0.28±0.39
C-A(Enc&Dec)	×	3.4M	85.83±7.02	0.52±0.40	95.60±2.29	0.26±0.46
C-A(Enc&Dec)	√	3.4M	86.26±6.68	0.51±0.43	94.39±4.I4	0.47±0.64