Table 4.

ResNet-50, DenseNet-121, and Inception V3 B-Mode patches average cross-validation patient-level results after hyperparameter tuning using data from 397 training/validation patients. The highest AUROC, sensitivity, and specificity are bolded.

Model	Results reported	AUROC	Sensitivity	Specificity
ResNet-50	Patch level	0.726 ± 0.027	0.783 ± 0.070	0.720 ± 0.044
	Patient level	0.829 ± 0.036	0.816 ± 0.071	0.842 ± 0.054
Inception V3	Patch level	0.722 ± 0.017	0.697 ± 0.097	0.747 ± 0.099
	Patient level	0.825 ± 0.030	0.826 ± 0.089	0.824 ± 0.105
DenseNet-121	Patch level	0.727 ± 0.021	0.710 ± 0.079	0.743 ± 0.071
	Patient level	0.824 ± 0.032	0.827 ± 0.061	0.822 ± 0.084