¹⁸F-FDG-PET/CT Whole-Body Imaging Lung Tumor Diagnostic Model: An Ensemble E-ResNet-NRC with Divided Sample Space

Table 8

Comparison of MCC results of different network models and classification algorithms.

Network model	Classification algorithm	CT (%)	PET (%)	PET/CT (%)	Ensemble (%)
AlexNet	NNC	92.86	99.14	93.37	98.21
	Softmax	96.42	99.00	95.27	97.74
	NRC	97.66	99.67	95.95	98.87
ResNet-50	NNC	94.06	99.00	95.11	98.48
	Softmax	96.27	99.27	95.82	98.67
	NRC	98.14	99.60	96.69	99.13