Science Advances

Supplementary Materials

Breaking medical data sharing boundaries by using synthesized radiographs

Tianyu Han, Sven Nebelung, Christoph Haarburger, Nicolas Horst, Sebastian Reinartz, Dorit Merhof, Fabian Kiessling, Volkmar Schulz, Daniel Truhn

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This PDF file includes:

  • Preprocessing steps in CheXpert dataset
  • Network training details
  • Experimental subset selection details
  • Diversity of generated radiographs
  • Advantages of the proposed GAN-based approach
  • Privacy concerns in imaging modalities other than x-rays
  • Alternative GMs
  • Adversarial robustness
  • Domain adaption using a Cycle-GAN
  • Figs. S1 to S5
  • Tables S1 to S5
  • Algorithm S1
  • References

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