Breaking medical data sharing boundaries by using synthesized radiographs

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

Published: 2020-12-03

DOI: 10.1126/sciadv.abb7973

Source: Full article

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Abstract

Distributed adversarial networks can generate synthesized radiographs, yielding better classification while maintaining privacy.