Table 6 Mean, standard deviation, and coefficient of variation of CNN probabilities for five different random cuts. For each image, the standard deviation is small. Therefore, the CNN results are independent of the random cut
From: Convolutional neural networks for automatic image quality control and EARL compliance of PET images
| Â | Mean | Std. dev | Coefficient of variation |
|---|---|---|---|
Image 1 | 0.89 | 0.098 | 0.11 |
Image 2 | 0.98 | 0.049 | 0.05 |
Image 3 | 0.78 | 0.0078 | 0.01 |
Image 4 | 0.68 | 0.0051 | 0.0075 |
Image 5 | 0.82 | 0.013 | 0.0016 |
Image 6 | 0.94 | 0.0041 | 0.0043 |
Image 7 | 0.57 | 0.0032 | 0,0056 |
Image 8 | 0.99 | 0.087 | 0.088 |
Image 9 | 0.81 | 0.0059 | 0.0072 |
Image 10 | 0.97 | 0.042 | 0.043 |