From: Prenatal prediction and typing of placental invasion using MRI deep and radiomic features
Methods | AUC | AACC | ASEN | ASPE | Time/ms | |
---|---|---|---|---|---|---|
ML | ||||||
 LR | 0.768 | 0.706 | 0.677 | 0.901 | 0.003 | |
 DT | 0.780 | 0.742 | 0.693 | 0.911 | 0.004 | |
 RF | 0.796 | 0.767 | 0.709 | 0.919 | 0.037 | |
DL | ||||||
 RN | 0.879 | 0.847 | 0.816 | 0.943 | 17.845 | |
 SEN | 0.874 | 0.834 | 0.801 | 0.938 | 8.472 | |
 CNN | 0.870 | 0.840 | 0.805 | 0.937 | 13.306 | |
 Ours | 0.904 | 0.877 | 0.857 | 0.954 | 16.140 |