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. 2022 Aug 25;39(4):730–739. [Article in Chinese] doi: 10.7507/1001-5515.202112013

表 3. Ablation studies between different modules on the DSB2018 nuclear segmentation.

所提模块在DSB2018细胞核分割上的消融研究

Model SIF HD/
cm
PRE/
(%)
DSC/
(%)
SEN/
(%)
MIOU/
(%)
UNet 2.750 85.84 81.70 85.31 82.83
ResUNet 2.521 87.35 82.29 86.95 83.98
UNet + DSRC 2.515 87.82 83.51 87.17 84.01
2.489 88.10 83.96 88.63 85.95
UNet + CAR 2.401 88.71 84.00 88.02 84.90
2.397 89.15 84.52 88.90 86.23
UNet + DSRC + CAR 2.211 91.25 85.56 89.12 88.05
2.179 92.01 88.91 90.09 89.01