Research on Classification Method of Medical Ultrasound Image Processing Based on Neural Network

Table 6

Comparative analysis of AUC performance and 95% confidence interval CI of different models (number format of AUC: mean (standard deviation); is considered to be statistically significant).

Method	AUC (%)	CI (%)	p value
CascadeCNNs	98.89 (0.0015)	[97.95 98.96]	2.37e − 08
ZeilerNet	94.03 (0.0025)	[93.95 95.42]	7.88e − 07
VggNet	92.58 (0.004)	[92.21 93.80]	1.19e − 07
ResNet	94.59 (0.0035)	[93.76 94.71]	1.56e − 06
PrezeilerNet	94.21 (0.002)	[93.95 95.20]	7.55e − 07