Table 4.

Performance summary (AUC) of the proposed models. The ENS-ALL model achieved the highest mean AUC of 0.962.

	3D-ResNet	XGB-HC	XGB	RTE-XGB	ENS-1	ENS-2	ENS-3	ENS-ALL
Fold 1	0.870	0.857	0.867	0.850	0.866	0.878	0.878	0.951
Fold 2	0.887	0.866	0.865	0.819	0.891	0.898	0.903	0.981
Fold 3	0.948	0.927	0.916	0.923	0.931	0.953	0.947	0.985
Fold 4	0.845	0.837	0.840	0.818	0.870	0.889	0.888	0.970
Fold 5	0.872	0.816	0.851	0.844	0.858	0.880	0.876	0.926
Mean	0.884	0.861	0.868	0.851	0.883	0.899	0.898	0.962
Std	±0.039	±0.042	±0.029	±0.043	±0.030	±0.031	±0.029	±0.024