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 indicator | Counter loss | L1 loss | L2 loss | Confrontation and L1 loss | Confrontation and L2 loss |
| Intimal JM | 0.9059 | 0.9101 | 0.9257 | 0.9027 | 0.9299 | Middle-outer membrane JM | 0.9278 | 0.9269 | 0.9310 | 0.9384 | 0.9316 | Intimal pad (%) | 4.86 | 4.47 | 4.03 | 3.96 | 3.34 | Middle-outer membrane pad (%) | 5.55 | 5.79 | 5.79 | 4.89 | 10.88 | Intimal HD (mm) | 0.2841 | 0.2141 | 0.2046 | 0.2114 | 0.2040 | Middle-outer membrane HD (mm) | 0.2789 | 0.4064 | 0.2199 | 0.2188 | 0.2281 | Inner membrane ad (mm) | 0.0824 | 0.0722 | 0.0592 | 0.0640 | 0.0572 | Middle-outer membrane (ADMM) | 0.0879 | 0.0669 | 0.0732 | 0.0615 | 0.0605 |
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