Table 3.

Performance summary (AUC) of the deep learning models.

	2D-ResNet	3D-ResNet	Augmented 3D-ResNet
Fold 1	0.616	0.866	0.870
Fold 2	0.583	0.907	0.887
Fold 3	0.713	0.952	0.948
Fold 4	0.552	0.799	0.845
Fold 5	0.690	0.863	0.872
Mean	0.631	0.877	0.884
Std	±0.069	±0.057	±0.039