Comparison between the binary scores of the improved neural network and the expert rheumatologist
| Convolutional neural network scores | |||
| Healthy | Diseased | ||
| Rheumatologist score | Healthy | 76 (86.4%) | 12 (12.5%) |
| Diseased | 12 (13.6%) | 7 (87.5%) | |
Binary classification performance (healthy/diseased) on the test set images for mixed layer 4. Percentages in parenthesis show from top left to bottom right: true negative, false positive, false negative and true positive classified images.