Table 4:

Values of four evaluation criteria obtained by different methods.

		CT	PET	PET&CT
	XmasNet	0.76	0.68	0.81
	Radiomics	0.75	0.75	0.75
ACC	Proposed CNN	0.83	0.79	0.88
	MaO-radiomics	0.82	0.80	0.82
	Hybrid	0.85	0.80	0.88
	XmasNet	0.77	0.69	0.82
	Radiomics	0.76	0.76	0.76
Macro-average	Proposed CNN	0.84	0.80	0.89
	MaO-radiomics	0.81	0.80	0.81
	Hybrid	0.85	0.80	0.89
	XmasNet	0.90	0.85	0.91
	Radiomics	0.87	0.84	0.86
Mean-OVA-AUC	Proposed CNN	0.94	0.88	0.95
	MaO-radiomics	0.88	0.86	0.89
	Hybrid	0.94	0.90	0.95
	XmasNet	0.90	0.85	0.92
	Radiomics	0.89	0.86	0.88
Multi-class-AUC	Proposed CNN	0.94	0.89	0.95
	MaO-radiomics	0.89	0.86	0.89
	Hybrid	0.94	0.91	0.95