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Table 3 Comparison of different approaches for typing placental invasion

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