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Table 5 The results of models without data augmentation using the Gazi Brains 2020

From: Development of brain tumor radiogenomic classification using GAN-based augmentation of MRI slices in the newly released gazi brains dataset

Model

Acc.

Prec.

Recall

AUC

InceptionV3

0.9492

0.9380

0.9892

0.9559

DenseNet201

0.9484

0.9535

0.9699

0.9592

MobileNetV2

0.9349

0.9275

0.9783

0.9149

Xception

0.9524

0.9430

0.9880

0.9534

EfficientNetV2S

0.9460

0.9334

0.9892

0.9432

ViT-Linformer

0.7408

0.8003

0.8162

0.7047

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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