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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 -