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Table 5 Sample images prior and post data augmentation

From: Multimodal hybrid convolutional neural network based brain tumor grade classification

Tumor type

Total number of image—prior augmentation

Total number of images—post augmentation (70%)

Malignant

257

1800

Normal

150

1050