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

Table 7

Comparison of -value results of different network models and classification algorithms.

Network model	Classification algorithm	CT (%)	PET (%)	PET/CT (%)	Ensemble (%)
AlexNet	NNC	96.46	99.57	96.70	99.11
	Softmax	98.22	99.50	97.65	98.87
	NRC	98.80	99.83	97.98	99.43
ResNet-50	NNC	97.05	99.50	97.57	99.24
	Softmax	98.14	99.63	97.92	99.34
	NRC	99.07	99.80	98.35	99.57