Generating Privacy Preserving Synthetic Medical Data

Author:

Faisal Fahim1,Mohammed Noman1,Leung Carson K.1,Wang Yang2

Affiliation:

1. University of Manitoba,Dept. of Computer Science,Winnipeg,MB,Canada

2. Concordia University,Dept. of CSSE,Montreal,QC,Canada

Funder

University of Manitoba

Publisher

IEEE

Reference48 articles.

1. Multimodal MRI synthesis using unified generative adversarial networks

2. Semi-supervised knowledge transfer for deep learning from private training data;papernot;ICLR 2017,0

3. How to fool radiologists with generative adversarial networks? A visual turing test for lung cancer diagnosis

4. Is medical chest X-ray data anonymous?;packhäuser,2021

5. The Algorithmic Foundations of Differential Privacy

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