Research Article
ECT Image Reconstruction Algorithm Based on Multiscale Dual-Channel Convolutional Neural Network
Table 4
Effect of the number of batch samples on the treatment rate.
| Number of batch samples | Average processing rate ∗ 100% | Average training time (s) | Train | Test |
| 16 | 99.12 | 98.86 | 24.28 | 32 | 99.47 | 99.39 | 21.56 | 40 | 99.08 | 98.68 | 18.32 | 64 | 99.32 | 98.94 | 16.83 | 80 | 99.01 | 98.32 | 15.44 | 128 | 98.69 | 97.94 | 17.72 | 256 | 98.21 | 97.75 | 19.84 | 512 | 96.93 | 94.86 | 19.58 |
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