Table 5

Comparison between the binary scores of the improved neural network and the expert rheumatologist

Convolutional neural network scores
Rheumatologist scoreHealthy76 (86.4%)12 (12.5%)
Diseased12 (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.