Table 3 Results for Expert/Novice classification using the three time-synchronized fixed cameras for Phase 1 data
From: Deep learning for video-based assessment of endotracheal intubation skills
Expert/novice classification | w/o xVA | w/o SE | ||
|---|---|---|---|---|
Metrics | K-Fold | OUO* | K-Fold | OUO* |
Accuracy | 1.0 | 0.98 | 1.0 | 0.98 |
Sensitivity | 1.0 | 0.94 | 1.0 | 0.94 |
Specificity | 1.0 | 0.90 | 1.0 | 0.93 |
F1 score | 1.0 | 0.94 | 1.0 | 0.94 |
ROC AUC | 1.0 | 0.93 | 1.0 | 0.93 |
