Table 6.

Slide-Level Performances of the 5 Models (on 1024 × 1024 Patches) on the Test Set

Independent
	Model (1024)-1	Model (1024)-2	Model (1024)-3	Model (1024)-4	Model (1024)-5	Ensemble
Accuracy	0.931	0.795	0.886	0.864	0.818	0.863
Sensitivity	0.937	0.875	0.875	0.813	0.750	0.875
Specificity	0.928	0.750	0.892	0.893	0.857	0.857
Precision	0.882	0.666	0.823	0.813	0.750	0.777
F1	0.909	0.756	0.848	0.813	0.750	0.823
AUC	0.953	0.915	0.928	0.940	0.915	0.944
Region Correlation
	Model (1024)-1	Model (1024)-2	Model (1024)-3	Model (1024)-4	Model (1024)-5	Ensemble
Accuracy	0.886	0.840	0.840	0.909	0.863	0.886
Sensitivity	0.875	0.750	0.812	0.812	0.750	0.812
Specificity	0.892	0.892	0.857	0.964	0.928	0.928
Precision	0.823	0.800	0.764	0.928	0.857	0.866
F1	0.848	0.774	0.787	0.866	0.800	0.838
AUC	0.912	0.863	0.890	0.939	0.915	0.935