A Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs

1 code implementation • 24 Jun 2021 • Hanxi Sun, Jason Plawinski, Sajanth Subramaniam, Amir Jamaludin, Timor Kadir, Aimee Readie, Gregory Ligozio, David Ohlssen, Mark Baillie, Thibaud Coroller

An alternative to anonymization is sharing a synthetic dataset that bears a behaviour similar to the real data but preserves privacy.