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

Table 4

Accuracies of different network models and classification algorithms.

Network model	Classification algorithm	CT (%)	PET (%)	PET/CT (%)	Ensemble (%)
AlexNet	NNC	96.37	99.57	96.60	99.10
	Softmax	98.20	99.50	97.63	98.87
	NRC	98.80	99.83	97.97	99.43
ResNet-50	NNC	97.00	99.50	97.53	99.23
	Softmax	98.13	99.63	97.90	99.33
	NRC	99.07	99.80	98.33	99.57