Table 2.

Comparison of ACDC and the tested ImageJ pipelines in terms of cell nuclei counting and segmentation. The results are expressed as mean value ± standard deviation.

Method	Dataset	Pearson Coeff. (p-Value)	DSC (%)	IoU (%)
ACDC	VU	ρ = 0.99 (p = 6.6 × 10−74)	76.84 ± 6.71	62.84 ± 8.58
ImageJ (witd Gaussian filt er)	VU	ρ = 0.99 (p = 9.5 × 10−75)	74.97 ± 6.17	60.32 ± 7.62
ImageJ (without Gaussian filter)	VU	ρ = 0.99 (p = 5.3 × 10−44)	74.43 ± 6.20	59.62 ± 7.61
ACDC	DSB	ρ = 0.96 (p = 2.6 × 10−169)	88.64 ± 7.41	80.37 ± 10.58
ImageJ (with Gaussian filter)	DSB	ρ = 0.97 (p = 5.7 × 10−205)	86.50 ± 6.86	76.78 ± 9.66
ImageJ (without Gaussian filter)	DSB	ρ = 0.97 (p = 3.4 × 10−207)	86.68 ± 7.75	77.23 ± 10.86