Combined CNN and Pixel Feature Image for Fatty Liver Ultrasound Image Classification

Table 3

The comparison of the proposed method with other three methods.

Methods	Filters	Filter size	Accuracy (%)	Specificity	Sensitivity
CNNs with 10 layers () [21]	32		82%	0.88	0.78
CNNs with 20 layers () [21]	32		80%	0.86	0.75
Our CNN without a skip connection	198		88%	0.92	0.81
Our CNN with a skip connection	198		92%	0.95	0.83