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Table 5 External validation results for four deep learning models

From: Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study

Model

ACC

Precision

Recall

F1-score

AUC

3D ResNet-18

0.8125

0.7742

0.9231

0.8421

0.8899

3D Vit

0.6042

0.5778

1.0000

0.7324

0.6294

3D DenseNet

0.7708

0.7586

0.8462

0.8000

0.8287

3D VGG

0.6667

0.7083

0.6538

0.6800

0.7203

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BMC Medical Imaging

ISSN: 1471-2342

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