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Insights into Imaging

Table 4 Comparison between WFF and three doctors for benign and malignant tumor prediction

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

Method

Avg. time(s)

ACC

SE

SP

D1 (MRI)

35.44

0.750

0.660

0.800

D2 (MRI)

51.68

0.664

0.580

0.711

D3 (MRI)

47.62

0.614

0.920

0.444

Det-Seq

0.850

0.800

0.740

0.833

D1 (MRI-Age)

41.75

0.686

0.700

0.678

D2 (MRI-Age)

27.26

0.736

0.720

0.744

D3 (MRI-Age)

37.41

0.636

0.880

0.500

Det-Seq-Age

0.742

0.821

0.720

0.878

  1. The bold highlight the relatively good results
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