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Table 5 Foreground segmentation statistics on the TMUH test set

From: Automatic segmentation of white matter lesions on multi-parametric MRI: convolutional neural network versus vision transformer

Model

Training dataset

Foreground precision

Foreground recall

CNN-based

KCGMH

0.2673

0.6859

 

TMUH

0.5203

0.4898

 

Mix

0.3538

0.6123

Transformer-based

KCGMH

0.2896

0.6787

 

TMUH

0.5304

0.4561

 

Mix

0.3131

0.654