A Semiautomated Deep Learning Approach for Pancreas Segmentation

Table 3

Comparison with other segmentation methods on the NIH dataset (DSC%). Bold denotes the best.

Method	Min DSC	Max DSC	Mean DSC
Roth et al., MICCAI’2015 [16]	23.99	86.29	71.42  10.11
Roth et al., MICCAI’2016 [17]	34.11	88.65	78.01  8.20
Zhou et al., MICCAI’2017 [14]	62.43	90.85	82.37  5.68
Cai et al., 2019 [21]	59.00	91.00	83.70  5.10
Liu et al., IEEE access 2019 [22]	N/A	N/A	84.10  4.91
Zhu et al., 3DV’2018 [24]	69.62	91.45	84.59  4.86
Man et al., IEEE T MED IMAGING 2019 [23]	74.32	91.34	86.93  4.92
DUNet(Ours)	77.03	93.29	87.25 ± 3.27