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Table 7 Selected results of semantic segmentation MII oocytes with 5 regions of interest obtained for DeepLab-v3-ResNet-18 (15) model on test data set (TT)

From: Semantic segmentation of human oocyte images using deep neural networks

No.

Oocyte image

Expert reference segmentation

DNNsegmentation

Results DSC [%]

MII P39

CPM_CC

99.04

PB_FPB

93.28

PVS

90.85

ZP

95.52

CCC

44.47

MII P66

CPM_CC

98.84

PB_FPB

85.97

PVS

86.21

ZP

93.45

CCC

69.30

MII P124

CPM_CC

98.68

PB_FPB

80.57

PVS

88.32

ZP

94.68

CCC

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