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Table 6 Evaluation of models for classification with traditional 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

0.9468

0.9506

0.9711

0.9734

DenseNet201

0.9603

0.9652

0.9759

0.9799

MobileNetV2

0.9619

0.9613

0.9819

0.9551

Xception

0.9563

0.9435

0.9940

0.9811

EfficientNetV2S

0.9611

0.9520

0.9916

0.9786

ViT-Linformer

0.6573

0.6810

0.9205

0.5291

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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