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Table 3 Accuracy of 3Dcnn in different kernel sizes

From: Palpation localization of radial artery based on 3-dimensional convolutional neural networks

Kernel 50 pixel 40 pixel 30 pixel 20 pixel Dropout
60 × 5 × 5 0.63 0.39 0.28 0.15 Yes
60 × 3 × 3 0.79 0.52 0.37 0.25 Yes
60 × 1 × 1 0.74 0.50 0.34 0.18 Yes
30 × 3 × 3 0.75 0.54 0.38 0.17 Yes
15 × 3 × 3 0.87 0.61 0.45 0.27 Yes
15 × 3 × 3 0.81 0.56 0.34 0.22 No
8 × 3 × 3 0.78 0.59 0.31 0.20 Yes