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Table 3 Benign and Malignant tumor prediction results with different fusion methods on the test set

From: Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI

Fusion method

ACC

AUC

SE

SP

Det

0.721

0.733

0.500

0.844

Det-Age

0.736

0.738

0.500

0.867

Seq

0.693

0.753

0.660

0.711

Seq-Age

0.693

0.751

0.660

0.711

Det-Seq

0.800

0.830

0.740

0.833

Det-Seq-Age

0.821

0.839

0.720

0.878

  1. The bold highlight the relatively good results