Table 6 Performance metrics in the testing set for the volumes evaluation using cross validation.
From: Contrast phase recognition in liver computer tomography using deep learning
Precision | Recall | F1-score | AUC | N | |
|---|---|---|---|---|---|
Unenhanced | 0.99 ± 0.01 | 1.00 ± 0.00 | 0.99 ± 0.01 | 1.00 ± 0.00 | 80 |
Arterial | 0.99 ± 0.01 | 0.97 ± 0.04 | 0.98 ± 0.02 | 0.99 ± 0.01 | 80 |
Portal | 0.93 ± 0.05 | 0.97 ± 0.02 | 0.95 ± 0.03 | 0.99 ± 0.01 | 80 |
Delayed | 0.97 ± 0.02 | 0.94 ± 0.02 | 0.96 ± 0.02 | 0.99 ± 0.00 | 80 |
Average | 0.97 ± 0.02 | 0.97 ± 0.02 | 0.97 ± 0.02 | 0.99 ± 0.00 | – |
