Table 1.

Classification results for EGFR and KRAS mutation status predictive models considering different sets of input features.

Features	AUC (mean ± standard deviation)
	EGFR Mutation Status	KRAS Mutation Status
Radiomic	0.5797 ± 0.1238	0.5087 ± 0.0104
Semantic Nodule	0.6542 ± 0.0953	0.4381 ± 0.0679
Semantic Non-Nodule	0.6831 ± 0.0890	0.4921 ± 0.0851
Semantic Hybrid	0.7458 ± 0.0877	0.5035 ± 0.0776