Table 3.
Comparison of AUC achieved by the CNN, the dermatologists combined, and each dermatologist separately.
95 % CI | |||||
---|---|---|---|---|---|
AUC | lower | upper | P-value | ||
Dermatologists combined | 0.81 | 0.76 | 0.86 | <0.001 | |
CNN | 0.72 | 0.66 | 0.78 | ||
Reader 1 | vs. CNN | 0.78 | 0.73 | 0.83 | 0.037 |
Reader 2 | 0.78 | 0.73 | 0.83 | 0.060 | |
Reader 3 | 0.78 | 0.72 | 0.83 | 0.081 | |
Reader 4 | 0.80 | 0.75 | 0.85 | 0.003 | |
Reader 5 | 0.78 | 0.73 | 0.83 | 0.044 | |
Reader 6 | 0.75 | 0.70 | 0.81 | 0.30 | |
Reader 7 | 0.77 | 0.71 | 0.82 | 0.12 |
CI, confidence interval; CNN, convolutional neural network.