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Image Credit: Arxiv

Using Synthetic Images to Augment Small Medical Image Datasets

  • Recent years have witnessed a growing interest in using deep learning for medical imaging.
  • DL models require large labeled datasets, which is often a limitation in medical imaging.
  • The study explores the use of synthetic images generated by a conditional variant of StyleGAN2 to augment small medical imaging datasets.
  • The results indicate that the augmentation did not improve the segmentation performance, requiring further analysis.

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