Efficient automatic 3D segmentation of cell nuclei for high-content screening

BMC Bioinformatics

Table 6 Comparison with other methods (mean values in the test set)

Method	Precision	Recall	F1-score	JI	Time [min]
3D-RSD [11]	0.952	0.847	0.894	0.833	3.5
LSetCelTrk [16]	0.922	0.812	0.858	0.934	152.2
Farsight [25]	0.697	0.798	0.732	0.860	0.8
H-minima shape marking [26]	0.914	0.815	0.858	0.817	2.0
QCANet [36]	0.889	0.740	0.801	0.804	1.9
3DCellTracker [37]	0.971	0.507	0.639	0.631	0.9
Proposed method	0.978	0.887	0.929	0.826	1.5

ISSN: 1471-2105