Table 4.

Performance of several nuclei segmentation methods on the multiple organ H&E stained histopathology image dataset (MOSID)

Methods	Precision	Recall	F1-Score	ADC	AJI
CP [35]	N/A	N/A	0.405	0.597	0.123
Fiji [36]	N/A	N/A	0.665	0.649	0.273
CNN2 [13]	N/A	N/A	0.754	0.693	0.348
CNN3 [20]	N/A	N/A	0.827	0.762	0.508
NB [22]	0.836	0.894	0.852	0.809	N/A
NucSeg	0.913 ±0.003	0.821 ±0.004	0.861 ±0.001	0.812 ±0.001	0.669 ±0.001
NucSeg-N	0.897 ±0.004	0.813 ±0.004	0.849 ±0.002	0.805 ±0.002	0.649 ±0.004
NucSeg-P	0.909 ±0.002	0.777 ±0.004	0.835 ±0.002	0.809 ±0.001	0.664 ±0.002
NucSeg-NP	0.899 ±0.004	0.777 ±0.005	0.828 ±0.002	0.701 ±0.002	0.647 ±0.005