Summary of performance metrics for vascular classification in the training, validation, and testing datasets
Dataset | Sensitivity (Recall) ![]() | PPV (Precision) ![]() | DSC (F1 Score) ![]() | Accuracy ![]() | ||||
---|---|---|---|---|---|---|---|---|
Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | |
Validation (n = 8) | 97.8% | (96.9%–98.7%) | 97.2% | (96.4%–98.1%) | 97.5% | (97.0%–98.0%) | 98.4% | (98.0%–98.7%) |
Testing (n = 62) | 97.6% | (96.5%–98.6%) | 98.5% | (97.6%–99.3%) | 98.0% | (97.4%–98.7%) | 98.7% | (98.3%–99.1%) |
Note:—TP indicates true-positive; FN, false-negative; PPV, positive predictive value; FP, false-positive; TN, true-negative; F1, Dice similarity coefficients.