Object-Specific Four-Path Network for Stroke Risk Stratification of Carotid Arteries in Ultrasound Images

Table 3

Comparison of sample size and data set partitioning among the baseline VGG16, FP-VGG16, and OSFP-Net.

Method	Path	Plaques	No. of input	No. of samples	Training set	Testing set
VGG16	One	1332	1	1332	1068	264
FP-VGG16	Four	1332	4	333	267	66
OSFP-Net	Four	1332	4	333	267	66