Table 1 Performance of two approaches and the scheme of label agreement.

From: A weakly supervised deep learning-based method for glioma subtype classification using WSI and mpMRIs

Phase

Method

Case

F1-score

Kappa

Balance_acc

Average

Validation

MRI-based

35

0.771

0.627

0.698

0.699

WSI-based

35

0.886

0.798

0.777

0.821

Fusion

35

0.886

0.801

0.8

0.829

Test

Fusion

73

0.712

0.505

0.654

NA

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