TABLE 2.

Performance comparisons of our H‐DL model with other deep learning methods in the segmentation of lung nodules

	Dataset used	Volume of interest size	Dice	JI
H‐DL model	LIDC‐IDRI	64 × 64 × 64	0.750 ± 0.135	0.617 ± 0.159
3D U‐Net 32	LIDC‐IDRI	64 × 64 × 64	0.720 ± 0.049	0.380 ± 0.080
iW‐Net 21	LIDC‐IDRI	64 × 64 × 64	–	0.550 ± 0.140
PN‐SAMP 22	LIDC‐IDRI	64 × 64 × 64	0.741±0.357	–

Abbreviation: LIDC‐IDRI, Lung Image Database Consortium image collection.