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

BMC Bioinformatics

Table 7 Comparison with other methods (with respect to specimen confluency)

Method	Precision		Recall		F1-score
Method	Low–moderate	High	Low–moderate	High	Low–moderate	High
3D-RSD [11]	0.942	0.963	0.830	0.864	0.880	0.909
LSetCelTrk [16]	0.936	0.909	0.862	0.763	0.893	0.824
Farsight [25]	0.751	0.643	0.825	0.771	0.778	0.686
H-minima shape Marking [26]	0.898	0.931	0.795	0.836	0.838	0.878
QCANet [36]	0.903	0.856	0.748	0.722	0.809	0.782
3DCellTracker [37]	0.965	0.983	0.554	0.394	0.692	0.512
Proposed method	0.974	0.989	0.896	0.864	0.932	0.921

ISSN: 1471-2105