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Tackling data scarcity: Synthetic tumour and mask generation to improve image segmentation

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Given the increasing data requirements of deep learning models and the scarcity of medical imaging data, new data augmentation techniques are receiving particular attention. This paper explores the subfield of tumour synthesis within medical image generation, ... ...