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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