Table 2.

Performance of Models of the KRAS mutation prediction in testing cohorts

Model		AUC	Sensitivity	Specificity
Radiomics model		0.82	0.7	0.85
ResNet model
Axial directions	ROI only	0.9	0.65	0.83
	ROI + 10 pixels	0.9	0.67	0.83
	ROI + 20 pixels	0.93	0.59	1
	ROI + 30 pixels	0.72	0.67	0.63
Coronal direction	ROI only	0.75	0.79	0.56
	ROI + 10 pixels	0.71	0.83	0.46
	ROI + 20 pixels	0.58	0.45	0.7
	ROI + 30 pixels	0.51	0.7	0.28
Sagittal directions	ROI only	0.72	0.56	0.8
	ROI + 10 pixels	0.69	0.61	0.65
	ROI + 20 pixels	0.61	0.58	0.57
	ROI + 30 pixels	0.54	0.89	0.13