Research Article

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

Table 6

The comparative accuracy, sensitivity, specificity, precision, and -score results of the proposed OSFP-Net and other well-known classification methods. The value for the statistical -test is shown in the brackets.

MethodsAccuracy (%)Sensitivity (%)Specificity (%)Precision (%)-score (%)

ResNext5088.4 (1.8E-08)88.7 (0.026)88.0 (0.0002)79.7 (0.0001)83.9 (0.0002)
DenseNet12188.2 (2.8E-09)81.6 (0.001)91.7 (0.0008)83.6 (0.002)82.5 (0.0002)
EfficientNet-b786.5 (1.2E-10)83.0 (0.0009)88.4 (7.8E-05)78.7 (0.0007)80.7 (0.0002)
OSFP-Net97.396.297.695.895.9