Table 4.
Operator | Method | Accuracy | Macro-AUC | Time taken to archive (min) |
---|---|---|---|---|
Deep learning | Automatic | 0.994 | 1.00 | 0.08 |
Expert 1 | Manual | 0.988 | 0.992 | 19.19 |
Deep learning assistance | 0.998 | 0.997 | 8.27 | |
Expert 2 | Manual | 0.987 | 0.985 | 18.97 |
Deep learning assistance | 0.997 | 0.996 | 7.92 | |
Expert 3 | Manual | 0.983 | 0.983 | 18.63 |
Deep learning assistance | 0.996 | 0.996 | 8.10 |
AUC: area under the curve.