Table 5.

Performance comparison of several nuclei segmentation methods and our nuclei segmentation method evaluated on the breast cancer histopathology image dataset (BNS)

Methods	Precision	Recall	F1-Score	ADC	AJI
PANGNET [18]	0.814	0.655	0.676	N/A	N/A
FCN [18]	0.823	0.752	0.763	N/A	N/A
DeconvNet [37]	0.864	0.773	0.805	N/A	N/A
Ensemble [19]	0.741	0.900	0.802	N/A	N/A
NB [22]	0.920	0.784	0.840	0.830	N/A
NucSeg	0.907	0.923	0.913	0.835	0.686
NucSeg-N	0.910	0.910	0.909	0.838	0.688
NucSeg-P	0.893	0.886	0.887	0.810	0.654
NucSeg-NP	0.912	0.889	0.899	0.818	0.665