Research Article

[Retracted] Study of Vertebral Artery Dissection by Ultrasound Superb Microvascular Imaging Based on Deep Neural Network Model

Table 1

Analysis of the joint loss function of CGAN.

Evaluating indicatorCounter lossL1 lossL2 lossConfrontation and L1 lossConfrontation and L2 loss

Intimal JM0.90590.91010.92570.90270.9299
Middle-outer membrane JM0.92780.92690.93100.93840.9316
Intimal pad (%)4.864.474.033.963.34
Middle-outer membrane pad (%)5.555.795.794.8910.88
Intimal HD (mm)0.28410.21410.20460.21140.2040
Middle-outer membrane HD (mm)0.27890.40640.21990.21880.2281
Inner membrane ad (mm)0.08240.07220.05920.06400.0572
Middle-outer membrane (ADMM)0.08790.06690.07320.06150.0605