Enhancing Histopathological Image Classification Performance through Synthetic Data Generation with Generative Adversarial Networks.

The outcomes of training the CNNs demonstrated a notable trend; a higher mean accuracy and lower standard deviation (STD) were consistently observed compared with both the original dataset and traditional augmentation methods.

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