Table 1. Index for patient-based analysis of five neurosurgery specialists, five nonspecialists, and AI.
| Rater 1 | Rater 2 | Rater 3 | Rater 4 | Rater 5 | Rater 6 | Rater 7 | Rater 8 | Rater 9 | Rater 10 | AI | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| TP | 135 | 135 | 135 | 132 | 134 | 130 | 130 | 132 | 131 | 131 | 133 |
| FP | 11 | 12 | 6 | 0 | 5 | 5 | 2 | 2 | 0 | 10 | 15 |
| FN | 0 | 0 | 0 | 3 | 1 | 5 | 5 | 3 | 4 | 4 | 2 |
| TN | 185 | 184 | 190 | 196 | 191 | 191 | 194 | 194 | 196 | 186 | 181 |
| Sensitivity | 1.00 | 1.00 | 1.00 | 0.98 | 0.99 | 0.96 | 0.96 | 0.98 | 0.97 | 0.97 | 0.99 |
| Specificity | 0.94 | 0.94 | 0.97 | 1.00 | 0.97 | 0.97 | 0.99 | 0.99 | 1.00 | 0.95 | 0.92 |
| Accuracy | 0.97 | 0.96 | 0.98 | 0.99 | 0.98 | 0.97 | 0.98 | 0.98 | 0.99 | 0.96 | 0.95 |
| Precision | 0.92 | 0.92 | 0.96 | 1.00 | 0.96 | 0.96 | 0.98 | 0.99 | 1.00 | 0.93 | 0.90 |
| F | 0.96 | 0.96 | 0.98 | 0.99 | 0.98 | 0.96 | 0.97 | 0.98 | 0.98 | 0.95 | 0.94 |
| MCC | 0.93 | 0.93 | 0.96 | 0.98 | 0.96 | 0.94 | 0.96 | 0.97 | 0.98 | 0.91 | 0.90 |
Raters 1 to 5 are neurosurgery specialists and Raters 6 to 10 are nonspecialists.
AI: artificial intelligence, F: F-measure, FN: false negative, FP: false positive, MCC: Matthews correlation coefficient, TN: true negative, TP: true positive.