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

Table 5

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

Network model	Classification algorithm	CT (%)	PET (%)	PET/CT (%)	Ensemble (%)
AlexNet	NNC	99.00	100.00	99.60	99.87
	Softmax	99.20	100.00	98.27	99.27
	NRC	99.07	100.00	98.87	99.53
ResNet-50	NNC	98.80	100.00	99.00	99.93
	Softmax	98.73	100.00	98.80	99.87
	NRC	99.40	100.00	99.33	99.73