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. Author manuscript; available in PMC: 2021 Jun 11.
Published before final editing as: IEEE Trans Image Process. 2019 Jun 19:10.1109/TIP.2019.2919937. doi: 10.1109/TIP.2019.2919937

TABLE V.

DSC and ASD Comparison With the State-of-the-Art Methods on Pelvic CT Image Dataset. The Boldface Results Indicate no Significant Difference From the Best Result (p-Value < 0.05 in Student’s t-Test). The Parameter Number (Param) of Each Network Is Also Reported

Networks Prostate Bladder Rectum Param (M)
DSC(%)
U-Net 86.4±5.1 92.4±5.5 85.8±4.9 20.54
FCN 86.5±4.5 93.1±5.3 85.7±5.3 14.72
DCAN 86.7±3.6 92.6±6.8 85.5±5.4 21.06
2D DenseSeg 87.0±4.3 93.0±7.1 85.3±5.5 1.26
Proposed 88.4±4.2 94.5±4.2 87.4±5.4 3.78
Networks Prostate Bladder Rectum Param (M)
ASD(mm)
U-Net 1.511±0.465 1.701±1.840 1.451±0.526 20.54
FCN 1.591±0.532 1.588±2.254 1.443±0.578 14.72
DCAN 1.525±0.521 1.357±1.293 1.514±0.747 21.06
2D DenseSeg 1.521±0.536 1.652±2.578 1.721±1.075 1.26
Proposed 1.346±0.531 1.162±1.196 1.332±0.793 3.78