Table 4 Comparing with other classical networks
From: Palpation localization of radial artery based on 3-dimensional convolutional neural networks
Threshold | 2Dcnn (%) | AlexNet (%) | Vgg16 (%) | Vgg19 (%) | 3Dcnn (%) | 3D-Unet (%) |
|---|---|---|---|---|---|---|
50 pixels | 75 | 72 | 69 | 74 | 87 | 80 |
40 pixels | 36 | 57 | 59 | 57 | 61 | 56 |
30 pixels | 18 | 37 | 42 | 35 | 45 | 42 |
20 pixels | 7 | 15 | 15 | 18 | 27 | 20 |